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WP30: E4 chains (7,200 trials) and E5 fan-in (1,600) complete, results sections for handoffs/fan-in/hosted/network/frontier/router, figure fixes

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Simon-Pierre Boucher committed (Oct 30, 2026) parent 3c3d27f Browse files

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1 .PHONY: paper reproduce-analysis test clean-paper 1 .PHONY: paper reproduce-analysis test clean-paper
2 PY=.venv/bin/python 2 PY=.venv/bin/python
3−paper: 3+paper: figures-sync
4+figures-sync:
5+ cp results/figures/*.pdf paper/figures/ 2>/dev/null || true
6+
4 cd paper && latexmk -pdf -interaction=nonstopmode -halt-on-error main.tex >/dev/null && cp main.pdf WP30_Boucher_Cache_Compression_Knowledge_Transfer.pdf && echo "paper/WP30_Boucher_Cache_Compression_Knowledge_Transfer.pdf" 7 cd paper && latexmk -pdf -interaction=nonstopmode -halt-on-error main.tex >/dev/null && cp main.pdf WP30_Boucher_Cache_Compression_Knowledge_Transfer.pdf && echo "paper/WP30_Boucher_Cache_Compression_Knowledge_Transfer.pdf"
5 reproduce-analysis: 8 reproduce-analysis:
6 $(PY) -m wp30 analyze --protocol protocol/frozen.json && $(PY) -m wp30.analysis.static_tables && $(PY) -m wp30 audit-artifacts --root . 9 $(PY) -m wp30 analyze --protocol protocol/frozen.json && $(PY) -m wp30.analysis.static_tables && $(PY) -m wp30 audit-artifacts --root .
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modified paper/sections/results_fanin.tex +33 −1
@@ -1 +1,33 @@
1−% pending 1+\subsection{Fan-in, composition and conflicting evidence (E5)}
2+\label{sec:fanin}
3+Each of 20 synthetic test documents was partitioned among $k\in\{2,4\}$ source agents (project blocks round-robin), one source received an
4+additional \emph{superseded} revision sentence for a project also held by another source (a conflict that the ledger's date-precedence rule
5+resolves), and the last source received an irrelevant block from another document. An aggregator (Qwen2.5-3B) answered the multi-hop,
6+aggregation, revision, temporal and unanswerable questions (8 per document; 1\,600 trials, no failures) from one of five compositions
7+(Table~\ref{tab:fanin}): the concatenated source texts (reference), concatenated 512-token summaries, merged structured records with the
8+precedence rule stated, a shared-memory index with metered retrieval (at most three lookups and 1\,500 bytes per source), and a
9+\emph{negative control} that concatenates the KV caches of the independently prefilled sources along the position axis---an operation that
10+is not valid by construction (overlapping positions, no cross-source context during prefill) and is reported only as a diagnostic.
11+
12+\begin{table}[t]\centering\scriptsize
13+\caption{Fan-in accuracy (\%, 95\,\% cluster-bootstrap CI) by composition method and question type; $k$ = number of source agents. Twenty
14+documents; multi-hop and revision 40 trials per cell, aggregation and temporal 20, unanswerable 40.}\label{tab:fanin}
15+\adjustbox{max width=\textwidth}{\input{tables/table_fanin}}
16+\end{table}
17+
18+\paragraph{Prose composes; structured records and references do not, at this budget.} Concatenated summaries match the full-context reference
19+on multi-hop joins (92 vs 95--98\,\%) and on the conflicting revisions (65--70 vs 60--62\,\%: the summaries carry the dates, and the aggregator
20+applies the precedence rule as well from summaries as from the sources). Merged structured records fall to 22--32\,\% on multi-hop and
21+15--45\,\% on revisions, again because each 512-token extraction covers only part of its source, and a join needs both parts. Shared memory with
22+metered retrieval improves with more sources (38 $\to$ 60\,\% multi-hop, 45 $\to$ 68\,\% revision from $k=2$ to $k=4$) because more references
23+exist to be fetched, at 1.4--3.3~kB of fetched source per question on top of a 3--6~kB index. Every method abstained correctly on the
24+unanswerable questions (98--100\,\%), including those about the irrelevant block's projects, and no method---not even the full-context
25+reference---solved the numerical aggregation (0\,\% everywhere): summing five to six seven-digit amounts is beyond the 3B aggregator regardless
26+of representation, a receiver limit rather than a communication effect.
27+
28+\paragraph{The cache-concatenation control is not zero, and that is the warning.} Feeding the aggregator two independently built caches laid
29+end to end gave 70\,\% on multi-hop and 50\,\% on revisions at $k=2$, falling to 52 and 25\,\% at $k=4$ (Table~\ref{tab:fanin}). Attention can
30+still find a fact whose key happens to be reachable, so a shape-compatible but semantically invalid composition produces plausible answers
31+instead of failing loudly; this is exactly the failure mode that compatibility manifests must prevent, and it is why we report the control
32+as a diagnostic and not as a method. A valid cache composition would need either re-encoding with consistent positions (i.e., a fresh prefill)
33+or a composition-aware method, none of which was available for these models.
modified paper/sections/results_frontier.tex +103 −1
@@ -1 +1,103 @@
1−% pending 1+\subsection{Single-handoff compression frontier (E1)}
2+\label{sec:results-frontier}
3+Table~\ref{tab:primary} and Figure~\ref{fig:frontier} summarize the core campaign: 160 test documents, 22 conditions, two model pairs,
4+13\,280 scheduled trials, all executed; 74 attempts ended as \emph{invalid output} (empty or non-text generations, all from 4-bit Qwen caches and
5+random eviction) and 240 as \emph{implementation error} (LLMLingua-2 on the Llama pair: the cluster node lacked the PyTorch runtime; those
6+trials were retried on the laptop and both attempts are kept, Appendix~\ref{app:tables}). Failures count as zero quality.
7+
8+\begin{figure}[p]\centering\includegraphics[width=\textwidth]{fig2_quality_vs_bytes.pdf}
9+\caption{Quality against measured serialized payload bytes (log scale), by task family (columns) and model pair (rows). Each point is one
10+condition (median payload, mean quality, 95\,\% cluster-bootstrap CI). Text methods cluster at $10^2$--$10^4$ bytes, cache methods at
11+$10^7$--$10^9$ bytes: a 3B-parameter cache of a document is three to four orders of magnitude larger than the document. Question-aware and
12+question-blind conditions are both shown here; Appendix figures separate them.}\label{fig:frontier}\end{figure}
13+
14+\begin{table}[p]\centering\scriptsize
15+\caption{Primary comparison: quality (\%, with 95\,\% cluster-bootstrap CI) per condition, family and pair. Synthetic = private-fact accuracy
16+(5 questions per document: single fact, exact copy, multi-hop), exec = hidden-test pass (all 5 tests), QASPER/2Wiki = LongBench F1.
17+``blind''/``aware'' = question access of the compressor. Latency and bytes for the synthetic family in Table~\ref{tab:cost}.}\label{tab:primary}
18+\adjustbox{max width=\textwidth}{\input{tables/table_primary}}
19+\end{table}
20+
21+\paragraph{Lossless representations are interchangeable; nothing else is.} Full text (A1), zstd-compressed text (A7), the native cache
22+(B0), the serialized and reloaded cache (B1) and the 8-bit packed cache (B2-8) give the same answers within noise on every family and pair
23+(T2: B2-8 vs B0 \DiffTW{} points, Holm $p=\PTW$; T6: A1 vs B0 $p=\PTX$; $n=\NTW$ paired instances each). This is the expected
24+consistency result---the cache \emph{is} the document as the receiver read it---and it is also the only region of the frontier where
25+representation choice is free of quality cost. The A7 result confirms H8: the codec shrinks the text payload ${\approx}3.5\times$
26+(\BSyntheticQwenAO{} bytes raw for an average synthetic document) with no effect on quality or receiver time, while on bf16 caches zstd saves
27+${\approx}20$\,\% (Section~\ref{sec:network}).
28+
29+\paragraph{Packed 4-bit quantization is model-dependent (H2 confirmed).} At 4 bits with 64-element groups, Llama-3.2-3B keeps
30+\QSyntheticLlamaBWBitsF{}\,\% accuracy on private facts and \QExecLlamaBWBitsF{}\,\% on executable tasks, whereas Qwen2.5-3B collapses to
31+\QSyntheticQwenBWBitsF{}\,\% and \QExecQwenBWBitsF{}\,\% (T3, both pairs pooled: \DiffTH{} points, Holm $p=\PTH$). The failure is total
32+(garbled tokens, 29 empty generations), it reproduces in the native \texttt{mlx-lm} path, and it is the per-token affine quantization of Qwen's
33+outlier key channels that KIVI's per-channel scheme was designed to avoid. Eight bits are safe for both models; halving the cache is therefore
34+free for both, quartering it is free for one.
35+
36+\paragraph{Eviction without the question is destructive; eviction with the question is nearly free---for retrieval, not for code.} Keeping a
37+quarter of the positions by the sink-plus-recent rule (B3) leaves \QSyntheticQwenBHK{}\,\% (Qwen) and \QSyntheticLlamaBHK{}\,\% (Llama) on
38+private facts, close to the share of facts that happen to sit in the retained window; random retention (B4) is at zero and produces
39+incoherent output on both models. The SnapKV-style rule with the question as observation window (B5-aware) recovers \QSyntheticQwenBVKAware{}\,\%
40+(Qwen) and \QSyntheticLlamaBVKAware{}\,\% (Llama) at the same 1/4 budget (T4 vs B3: \DiffTF{} points, Holm $p=\PTF$, H3 confirmed in its
41+first half), and the pyramid allocation (B6) and the selection-plus-8-bit composition (B9) behave like B5. With a generic window instead of
42+the question (B5-blind) the same algorithm falls to \QSyntheticQwenBVKBlind{}\,\%/\QSyntheticLlamaBVKBlind{}\,\%: attention-based selection
43+is a \emph{question-aware} method and must be compared as one (H7). On the executable family every eviction method, aware or not, scores
44+zero on both models: a code specification cannot be quartered, because every rule in the ticket matters for the hidden tests. On the public
45+QA subsets eviction costs little (the answers are short spans), but the F1 ceiling of 3B receivers is low (A1 $\approx$ 0.25--0.39).
46+
47+\paragraph{Text compression at a 512-token budget: summaries beat structured evidence, extraction beats both when the question is known.}
48+Question-blind summaries (A4) retain \QSyntheticQwenAFBBlind{}\,\% (Qwen) and \QSyntheticLlamaAFBBlind{}\,\% (Llama) of the private-fact
49+answers; structured JSON evidence with spans (A5) only \QSyntheticQwenAVBBlind{}\,\%/\QSyntheticLlamaAVBBlind{}\,\% (T1: \DiffTO{} points,
50+Holm $p=\PTO$, $n=\NTO$). H1's expectation that typed facts would protect identifiers and numbers is \emph{rejected} at this budget: the
51+sender spends its 512 output tokens on exact quotes (provenance) and emits ${\approx}8$ facts out of 62 per document, so most answers are
52+simply absent from the message; the receiver answers ``unknown'' (correctly abstaining) rather than hallucinating. References plus metered
53+retrieval (A6) repair little (\QSyntheticQwenAXBRBlind{}\,\%/\QSyntheticLlamaAXBRBlind{}\,\%) because the reference index inherits the same
54+coverage. Deterministic extraction (A3) is the strongest cheap method: blind centrality selection keeps \QSyntheticQwenAHBBlind{}\,\%, and with
55+the question (BM25) \QSyntheticQwenAHBAware{}\,\%/\QSyntheticLlamaAHBAware{}\,\%---indistinguishable from full text at 1/15 of the bytes.
56+Head/tail truncation (A2) keeps exactly the facts that fall in the kept windows (\QSyntheticQwenAWB{}\,\%). On the executable family the
57+ordering changes: blind extractive selection keeps the whole specification (\QExecQwenAHBBlind{}\,\%/\QExecLlamaAHBBlind{}\,\%) because the
58+rules are dense in digits and identifiers, and the Llama summary preserves the rules better than the Qwen summary
59+(\QExecLlamaAFBBlind{} vs \QExecQwenAFBBlind{}\,\%). LLMLingua-2 (A8) at the same rate removes the very tokens the questions ask for
60+(\QSyntheticQwenAEBBlind{}\,\% on private facts, 0 on code) while being competitive on QASPER (\QQasperQwenAEBBlind{} vs
61+\QQasperQwenAO{}\,\% F1 for full text): a compressor trained on meeting transcripts is tuned for paraphrasable content, not for exact values.
62+
63+\paragraph{Cost accounting changes the ranking (RQ3).} Table~\ref{tab:cost} gives, for the synthetic family, the median serialized bytes and
64+the cold and warm per-query latencies assembled from the recorded spans. In bytes, every text method beats every cache method by
65+$10^3$--$10^4$. In cold latency on the laptop (Qwen pair), full text costs \TcoldSyntheticQwenAO{}~ms per question (prefill of the whole
66+document each time), the native cache \TcoldSyntheticQwenBZ{}~ms (document prefill once plus the fresh question), and a blind summary
67+\TcoldSyntheticQwenAFBBlind{}~ms---the sender's generation dominates. In the warm, reused regime the ranking inverts: the cache answers a new
68+question in \TwarmSyntheticQwenBZ{}~ms and the 8-bit cache in \TwarmSyntheticQwenBWBitsE{}~ms, the summary in \TwarmSyntheticQwenAFBBlind{}~ms
69+(it is short), while full text still pays \TwarmSyntheticQwenAO{}~ms. Peak memory separates two phases (Table~\ref{tab:primary} sources; Figure~\ref{fig:latency}, bottom): the \emph{prefill} peak is the
70+same for every cache method as for full text (7.16~GB on the laptop with both models resident), because compression happens after the
71+document has been read---a method that compresses after prefill cannot lower the prefill peak; the \emph{decode-phase} peak then reflects the
72+resident state (6.90~GB for the dense Qwen cache, 6.74 at 8 bits, 6.55 at 1/4 retention, 6.3--6.6 for text messages), i.e., ${\approx}0.3$~GB
73+for an 8k-token Qwen cache and three times that for Llama's eight KV heads. No single denominator ranks the methods the same way; the frontier maps (Figures~\ref{fig:frontier} and
74+\ref{fig:latency}) are the result.
75+
76+\begin{table}[t]\centering\scriptsize
77+\caption{Resource accounting, synthetic family (medians over trials). Cold = build + compress/serialize + load + receiver; warm = load +
78+receiver (document state already built); bytes = serialized payload including manifest. Qwen pair on the laptop (M5 Max); Llama pair on
79+M3U96a (M3 Ultra) for this family---compare within a pair only.}\label{tab:cost}
80+\begin{tabular}{@{}lrrrrrr@{}}\toprule
81+ & \multicolumn{3}{c}{Qwen2.5-3B (laptop)} & \multicolumn{3}{c}{Llama-3.2-3B (M3U96a)} \\
82+Condition & bytes & cold ms & warm ms & bytes & cold ms & warm ms \\\midrule
83+A1 full text & \BSyntheticQwenAO & \TcoldSyntheticQwenAO & \TwarmSyntheticQwenAO & \BSyntheticLlamaAO & \TcoldSyntheticLlamaAO & \TwarmSyntheticLlamaAO \\
84+A4 summary (blind) & \BSyntheticQwenAFBBlind & \TcoldSyntheticQwenAFBBlind & \TwarmSyntheticQwenAFBBlind & \BSyntheticLlamaAFBBlind & \TcoldSyntheticLlamaAFBBlind & \TwarmSyntheticLlamaAFBBlind \\
85+A5 structured (blind) & \BSyntheticQwenAVBBlind & \TcoldSyntheticQwenAVBBlind & \TwarmSyntheticQwenAVBBlind & \BSyntheticLlamaAVBBlind & \TcoldSyntheticLlamaAVBBlind & \TwarmSyntheticLlamaAVBBlind \\
86+A7 zstd text & \BSyntheticQwenASZstd & \TcoldSyntheticQwenASZstd & \TwarmSyntheticQwenASZstd & \BSyntheticLlamaASZstd & \TcoldSyntheticLlamaASZstd & \TwarmSyntheticLlamaASZstd \\
87+B0 native cache & \BSyntheticQwenBZ & \TcoldSyntheticQwenBZ & \TwarmSyntheticQwenBZ & \BSyntheticLlamaBZ & \TcoldSyntheticLlamaBZ & \TwarmSyntheticLlamaBZ \\
88+B1 serialized reuse & \BSyntheticQwenBO & \TcoldSyntheticQwenBO & \TwarmSyntheticQwenBO & \BSyntheticLlamaBO & \TcoldSyntheticLlamaBO & \TwarmSyntheticLlamaBO \\
89+B2 8-bit & \BSyntheticQwenBWBitsE & \TcoldSyntheticQwenBWBitsE & \TwarmSyntheticQwenBWBitsE & \BSyntheticLlamaBWBitsE & \TcoldSyntheticLlamaBWBitsE & \TwarmSyntheticLlamaBWBitsE \\
90+B3 sink+recent 1/4 & \BSyntheticQwenBHK & \TcoldSyntheticQwenBHK & \TwarmSyntheticQwenBHK & \BSyntheticLlamaBHK & \TcoldSyntheticLlamaBHK & \TwarmSyntheticLlamaBHK \\
91+B5 attention 1/4 (aware) & \BSyntheticQwenBVKAware & \TcoldSyntheticQwenBVKAware & \TwarmSyntheticQwenBVKAware & \BSyntheticLlamaBVKAware & \TcoldSyntheticLlamaBVKAware & \TwarmSyntheticLlamaBVKAware \\
92+B6 pyramid 1/4 (aware) & \BSyntheticQwenBXKAware & \TcoldSyntheticQwenBXKAware & \TwarmSyntheticQwenBXKAware & \BSyntheticLlamaBXKAware & \TcoldSyntheticLlamaBXKAware & \TwarmSyntheticLlamaBXKAware \\\bottomrule
93+\end{tabular}
94+\end{table}
95+
96+\begin{figure}[t]\centering\includegraphics[width=\textwidth]{fig3_quality_vs_latency_memory.pdf}
97+\caption{Quality against cold end-to-end latency (top) and peak MLX memory during the trial (bottom), by family, both pairs pooled.}
98+\label{fig:latency}\end{figure}
99+
100+\begin{figure}[t]\centering\includegraphics[width=\textwidth]{fig4_latency_decomposition.pdf}
101+\caption{Latency decomposition (medians of recorded spans, synthetic family, cold scenario; document build counted once). Sender generation
102+dominates the text methods that need a model; document prefill dominates the cache methods; selection and serialization are minor; the
103+pyramid cache pays a token-by-token query prefill.}\label{fig:decomp}\end{figure}
modified paper/sections/results_handoffs.tex +40 −1
@@ -1 +1,40 @@
1−% pending 1+\subsection{Repeated handoffs and error correction (E4)}
2+\label{sec:handoffs}
3+Twenty synthetic test documents were relayed through chains of 1, 2, 4 and 8 handoffs (Figure~\ref{fig:handoffs}, Table~\ref{tab:handoffs}).
4+Only the first agent sees the document; every later agent sees only the previous message (closed) or the previous message plus metered
5+re-reads of source sentences for the project codes it mentions (repairable; at most four lookups and 1\,500 bytes per hop). Both prose (A4)
6+and structured (A5) relays were run with a homogeneous Qwen chain and with a Qwen/Llama alternating chain; after each measured hop the last
7+agent answered all fifteen question types, and the evaluator-only ledger (62 atomic facts per document) measured retention and unsupported
8+additions in each message. 7\,200 answer trials were produced.
9+
10+\begin{figure}[t]\centering\includegraphics[width=\textwidth]{fig5_handoffs.pdf}
11+\caption{Repeated handoffs on 20 synthetic test documents: retained ledger facts, unsupported numbers/identifiers per message, and question
12+accuracy after 1, 2, 4 and 8 handoffs. Solid = closed chains, dashed = repairable chains with metered source lookups; filled circles = Qwen
13+only, open squares = Qwen/Llama alternating.}\label{fig:handoffs}\end{figure}
14+
15+\begin{table}[t]\centering\scriptsize
16+\caption{Repeated handoffs (means over 20 documents; 95\,\% cluster-bootstrap CIs). Retention = share of the 62 ledger facts whose value appears
17+in the message; unsupported = numbers ($\ge$ 4 digits) or identifiers in the message that do not occur in the document; fetched = cumulative
18+bytes re-read from the source by repairable agents.}\label{tab:handoffs}
19+\adjustbox{max width=\textwidth}{\input{tables/table_handoffs}}
20+\end{table}
21+
22+\paragraph{The loss happens at the first hop; relays are nearly lossless afterwards (H5 rejected).} A 512-token prose summary retains
23+${\approx}32$\,\% of the ledger facts and supports ${\approx}40$\,\% of the answers after one handoff; after eight closed handoffs the figures are
24+${\approx}31$\,\% and ${\approx}39$\,\%---a drift of one to two points, within the intervals. Structured relays are even more stable: from hop~2 the
25+Qwen chain re-emits a byte-identical JSON (709 bytes) at every hop, a fixed point of the ``re-emit this evidence'' instruction. The
26+registered expectation of monotone decay below 70\,\% retention after four hops is rejected for both representations, and so is the
27+expectation that structured evidence would protect facts better than prose: at four handoffs the A5 chain answers 12 points \emph{fewer}
28+questions than the A4 chain (T5, paired difference $-0.12$, 95\,\% CI $[-0.21,-0.03]$, bootstrap $p=0.013$, 300 instances in 20 documents),
29+for the same reason as in the single-handoff study---the budget buys ${\approx}8$ quoted facts.
30+
31+\paragraph{Unsupported additions are rare.} Across 7\,200 relayed messages the ledger metric found no unsupported identifier and at most one
32+unsupported number in a single repairable Qwen chain (0.05 per message); the 3B agents compress by \emph{omission}, not by invention, and the
33+receiver answers ``unknown'' for omitted facts. Alternating Qwen and Llama agents neither helped nor hurt (differences within one point).
34+
35+\paragraph{Metered repair recovers a little at a growing price (H6 partially confirmed).} Allowing each relay agent to re-read the source
36+sentences for the project codes in the notes raised retention from 32 to 38\,\% and accuracy from 40 to 44\,\% for the prose chain, with no
37+further gain after the fourth hop; the cumulative fetched volume reached 5.9~kB by hop~8, i.e., about five messages' worth of traffic for a
38+four-point gain. For the structured chain the repair added two points of retention and nothing in accuracy: the agent could re-read, but the
39+re-emitted JSON did not grow. Evidence access therefore repairs what the previous message still \emph{names}; facts whose entity was already
40+dropped cannot be requested, which is the practical limit of reference-based repair without the original question.
modified paper/sections/results_network.tex +8 −8
@@ -21,15 +21,15 @@ deserialization at the worker; the round trip includes the worker's fresh-query
21 that yields quality~0 for Qwen2.5 (Section~\ref{sec:results-frontier}) and are shown only for byte and time accounting.}\label{tab:network} 21 that yields quality~0 for Qwen2.5 (Section~\ref{sec:results-frontier}) and are shown only for byte and time accounting.}\label{tab:network}
22 \begin{tabular}{@{}llrrrrr@{}}\toprule 22 \begin{tabular}{@{}llrrrrr@{}}\toprule
23 Context class & Representation & payload (MB) & send & load & remote prefill & round trip \\\midrule 23 Context class & Representation & payload (MB) & send & load & remote prefill & round trip \\\midrule
24−2k & text $\to$ remote prefill & 0.01 & -- & -- & \EsixTextRemotePrefillNoneTZZZPrefill & \EsixTextRemotePrefillNoneTZZZRt \\ 24+2k & text $\to$ remote prefill & 0.01 & -- & -- & \EsixTextRemotePrefillNoneWZZZPrefill & \EsixTextRemotePrefillNoneWZZZRt \\
25−2k & B1 bf16 cache & \EsixBONoneTZZZBytes & \EsixBONoneTZZZSend & \EsixBONoneTZZZLoad & 0 & \EsixBONoneTZZZRt \\ 25+2k & B1 bf16 cache & \EsixBONoneWZZZBytes & \EsixBONoneWZZZSend & \EsixBONoneWZZZLoad & 0 & \EsixBONoneWZZZRt \\
26−2k & B2 8-bit cache & \EsixBTENoneTZZZBytes & \EsixBTENoneTZZZSend & \EsixBTENoneTZZZLoad & 0 & \EsixBTENoneTZZZRt \\ 26+2k & B2 8-bit cache & \EsixBWENoneWZZZBytes & \EsixBWENoneWZZZSend & \EsixBWENoneWZZZLoad & 0 & \EsixBWENoneWZZZRt \\
27 8k & text $\to$ remote prefill & 0.03 & -- & -- & \EsixTextRemotePrefillNoneEZZZPrefill & \EsixTextRemotePrefillNoneEZZZRt \\ 27 8k & text $\to$ remote prefill & 0.03 & -- & -- & \EsixTextRemotePrefillNoneEZZZPrefill & \EsixTextRemotePrefillNoneEZZZRt \\
28 8k & B1 bf16 cache & \EsixBONoneEZZZBytes & \EsixBONoneEZZZSend & \EsixBONoneEZZZLoad & 0 & \EsixBONoneEZZZRt \\ 28 8k & B1 bf16 cache & \EsixBONoneEZZZBytes & \EsixBONoneEZZZSend & \EsixBONoneEZZZLoad & 0 & \EsixBONoneEZZZRt \\
29−8k & B2 8-bit cache & \EsixBTENoneEZZZBytes & \EsixBTENoneEZZZSend & \EsixBTENoneEZZZLoad & 0 & \EsixBTENoneEZZZRt \\ 29+8k & B2 8-bit cache & \EsixBWENoneEZZZBytes & \EsixBWENoneEZZZSend & \EsixBWENoneEZZZLoad & 0 & \EsixBWENoneEZZZRt \\
30−16k (${\approx}$11k tokens) & text $\to$ remote prefill & 0.06 & -- & -- & \EsixTextRemotePrefillNoneOSZZZPrefill & \EsixTextRemotePrefillNoneOSZZZRt \\ 30+16k (${\approx}$11k tokens) & text $\to$ remote prefill & 0.06 & -- & -- & \EsixTextRemotePrefillNoneOXZZZPrefill & \EsixTextRemotePrefillNoneOXZZZRt \\
31−16k & B1 bf16 cache & \EsixBONoneOSZZZBytes & \EsixBONoneOSZZZSend & \EsixBONoneOSZZZLoad & 0 & \EsixBONoneOSZZZRt \\ 31+16k & B1 bf16 cache & \EsixBONoneOXZZZBytes & \EsixBONoneOXZZZSend & \EsixBONoneOXZZZLoad & 0 & \EsixBONoneOXZZZRt \\
32−16k & B2 8-bit cache & \EsixBTENoneOSZZZBytes & \EsixBTENoneOSZZZSend & \EsixBTENoneOSZZZLoad & 0 & \EsixBTENoneOSZZZRt \\\bottomrule 32+16k & B2 8-bit cache & \EsixBWENoneOXZZZBytes & \EsixBWENoneOXZZZSend & \EsixBWENoneOXZZZLoad & 0 & \EsixBWENoneOXZZZRt \\\bottomrule
33 \end{tabular} 33 \end{tabular}
34 \end{table} 34 \end{table}
35 35
@@ -37,7 +37,7 @@ Three observations follow. First, the serialized bf16 cache is three to four ord
37 (\EsixBONoneEZZZBytes{}~MB versus 29~kB at 8k tokens), and zstd recovers only ${\approx}20$\,\% of it (high-entropy payload; H8), while packed 37 (\EsixBONoneEZZZBytes{}~MB versus 29~kB at 8k tokens), and zstd recovers only ${\approx}20$\,\% of it (high-entropy payload; H8), while packed
38 8-bit quantization halves it. Second, on this link and with this receiver, moving the cache is nevertheless \emph{faster} than re-reading 38 8-bit quantization halves it. Second, on this link and with this receiver, moving the cache is nevertheless \emph{faster} than re-reading
39 the text at every context length we measured: at 8k tokens the bf16 transfer answers in \EsixBONoneEZZZRt{}~ms against 39 the text at every context length we measured: at 8k tokens the bf16 transfer answers in \EsixBONoneEZZZRt{}~ms against
40−\EsixTextRemotePrefillNoneEZZZRt{}~ms for remote prefill, and the 8-bit cache in \EsixBTENoneEZZZRt{}~ms, because the M3~Ultra receiver prefills 40+\EsixTextRemotePrefillNoneEZZZRt{}~ms for remote prefill, and the 8-bit cache in \EsixBWENoneEZZZRt{}~ms, because the M3~Ultra receiver prefills
41 Qwen2.5-3B at ${\approx}0.44$~ms per token (\EsixTextRemotePrefillNoneEZZZPrefill{}~ms for 8k) whereas 1~GbE moves the per-token cache 41 Qwen2.5-3B at ${\approx}0.44$~ms per token (\EsixTextRemotePrefillNoneEZZZPrefill{}~ms for 8k) whereas 1~GbE moves the per-token cache
42 (${\approx}26$~kB bf16, ${\approx}14$~kB at 8 bits) in ${\approx}0.23$ and ${\approx}0.12$~ms. The break-even therefore depends on the ratio 42 (${\approx}26$~kB bf16, ${\approx}14$~kB at 8 bits) in ${\approx}0.23$ and ${\approx}0.12$~ms. The break-even therefore depends on the ratio
43 of receiver prefill time to link time per token, which the right panel makes explicit: a faster receiver (the laptop prefills 8k tokens in 43 of receiver prefill time to link time per token, which the right panel makes explicit: a faster receiver (the laptop prefills 8k tokens in
added paper/tables/table_fanin.tex +16 −0
@@ -0,0 +1,16 @@
1+\begin{tabular}{@{}lrrrrr@{}}
2+\toprule
3+method & aggregation & multi\_hop & revision & temporal & unanswerable \\
4+\midrule
5+cache concat (neg. control) k=2 & 0 [0,0] & 70 [57,82] & 50 [35,65] & 55 [35,75] & 100 [100,100] \\
6+cache concat (neg. control) k=4 & 0 [0,0] & 52 [40,68] & 25 [12,40] & 40 [20,60] & 98 [91,100] \\
7+concat A4 k=2 & 0 [0,0] & 92 [85,99] & 70 [55,85] & 60 [35,80] & 100 [100,100] \\
8+concat A4 k=4 & 0 [0,0] & 92 [85,100] & 65 [50,80] & 65 [45,85] & 100 [100,100] \\
9+full context k=2 & 0 [0,0] & 98 [92,100] & 60 [50,71] & 70 [50,90] & 100 [100,100] \\
10+full context k=4 & 0 [0,0] & 95 [88,100] & 62 [50,75] & 50 [30,75] & 100 [100,100] \\
11+merge A5 k=2 & 0 [0,0] & 22 [12,35] & 15 [5,25] & 55 [35,80] & 100 [100,100] \\
12+merge A5 k=4 & 0 [0,0] & 32 [18,48] & 45 [35,55] & 45 [25,65] & 98 [92,100] \\
13+shared memory A6 k=2 & 0 [0,0] & 38 [22,52] & 45 [30,62] & 35 [20,55] & 100 [100,100] \\
14+shared memory A6 k=4 & 0 [0,0] & 60 [45,75] & 68 [50,85] & 45 [25,65] & 100 [100,100] \\
15+\bottomrule
16+\end{tabular}
added paper/tables/table_handoffs.tex +30 −0
@@ -0,0 +1,30 @@
1+\begin{tabular}{@{}llrrrrr@{}}
2+\toprule
3+chain & handoffs & accuracy (\\%) & retained facts (\\%) & unsupported/msg & message B & fetched B \\
4+\midrule
5+A4 closed Qwen/Llama alt. & 1 & 40 [31,48] & 32 [24,40] & 0.00 & 1,335.10 & 0.00 \\
6+A4 closed Qwen/Llama alt. & 2 & 40 [33,48] & 32 [24,40] & 0.00 & 1,292.70 & 0.00 \\
7+A4 closed Qwen/Llama alt. & 4 & 40 [32,48] & 31 [23,39] & 0.00 & 1,204.35 & 0.00 \\
8+A4 closed Qwen/Llama alt. & 8 & 39 [29,48] & 31 [22,39] & 0.00 & 1,111.65 & 0.00 \\
9+A4 closed Qwen & 1 & 40 [31,48] & 32 [24,40] & 0.00 & 1,335.10 & 0.00 \\
10+A4 closed Qwen & 2 & 39 [30,47] & 32 [24,40] & 0.00 & 1,200.35 & 0.00 \\
11+A4 closed Qwen & 4 & 39 [30,47] & 31 [24,39] & 0.00 & 1,175.65 & 0.00 \\
12+A4 closed Qwen & 8 & 39 [30,48] & 31 [24,39] & 0.00 & 1,174.70 & 0.00 \\
13+A4 repairable Qwen & 1 & 40 [31,48] & 32 [24,40] & 0.00 & 1,335.10 & 0.00 \\
14+A4 repairable Qwen & 2 & 42 [35,50] & 36 [28,42] & 0.05 & 1,283.20 & 844.10 \\
15+A4 repairable Qwen & 4 & 43 [36,51] & 38 [31,44] & 0.05 & 1,214.45 & 2,532.30 \\
16+A4 repairable Qwen & 8 & 44 [36,51] & 38 [31,44] & 0.05 & 1,213.50 & 5,908.70 \\
17+A5 closed Qwen/Llama alt. & 1 & 27 [25,30] & 17 [15,20] & 0.00 & 751.85 & 0.00 \\
18+A5 closed Qwen/Llama alt. & 2 & 29 [27,33] & 20 [18,22] & 0.00 & 952.65 & 0.00 \\
19+A5 closed Qwen/Llama alt. & 4 & 29 [26,32] & 20 [18,22] & 0.00 & 977.35 & 0.00 \\
20+A5 closed Qwen/Llama alt. & 8 & 29 [26,32] & 20 [18,22] & 0.00 & 977.35 & 0.00 \\
21+A5 closed Qwen & 1 & 27 [25,30] & 17 [15,20] & 0.00 & 751.85 & 0.00 \\
22+A5 closed Qwen & 2 & 26 [23,29] & 17 [15,20] & 0.00 & 709.10 & 0.00 \\
23+A5 closed Qwen & 4 & 27 [24,30] & 17 [15,20] & 0.00 & 709.10 & 0.00 \\
24+A5 closed Qwen & 8 & 27 [24,30] & 17 [15,20] & 0.00 & 709.10 & 0.00 \\
25+A5 repairable Qwen & 1 & 27 [25,30] & 17 [15,20] & 0.00 & 751.85 & 0.00 \\
26+A5 repairable Qwen & 2 & 26 [23,29] & 19 [16,21] & 0.00 & 710.50 & 847.60 \\
27+A5 repairable Qwen & 4 & 26 [24,30] & 20 [17,22] & 0.00 & 743.70 & 2,356.10 \\
28+A5 repairable Qwen & 8 & 26 [24,30] & 20 [17,22] & 0.00 & 743.70 & 5,373.10 \\
29+\bottomrule
30+\end{tabular}
added paper/tables/table_primary.tex +28 −0
@@ -0,0 +1,28 @@
1+\begin{tabular}{@{}lrrrrrrrr@{}}
2+\toprule
3+condition & synthetic Qwen & synthetic Llama & exec Qwen & exec Llama & qasper Qwen & qasper Llama & 2wikimqa Qwen & 2wikimqa Llama \\
4+\midrule
5+A0 & 0 [0,0] & 0 [0,0] & 0 [0,0] & 0 [0,0] & 4 [1,10] & 5 [1,12] & 11 [4,21] & 6 [0,14] \\
6+A1 & 99 [98,100] & 99 [98,100] & 100 [100,100] & 95 [88,100] & 35 [24,47] & 25 [15,36] & 39 [25,54] & 33 [20,47] \\
7+A2 512 & 20 [16,23] & 20 [17,24] & 100 [100,100] & 70 [55,85] & 9 [3,16] & 7 [2,13] & 12 [2,22] & 7 [1,15] \\
8+A3 512 aware & 97 [94,99] & 100 [98,100] & 50 [35,65] & 20 [8,32] & 20 [11,29] & 24 [15,35] & 21 [11,33] & 16 [7,27] \\
9+A3 512 blind & 38 [36,40] & 40 [40,42] & 100 [100,100] & 98 [92,100] & 18 [8,29] & 14 [7,23] & 11 [2,21] & 3 [0,10] \\
10+A4 512 aware & 94 [89,98] & 83 [77,90] & -- & -- & -- & -- & -- & -- \\
11+A4 512 blind & 38 [29,46] & 44 [38,50] & 38 [22,52] & 82 [70,92] & 17 [9,27] & 20 [11,30] & 20 [10,32] & 16 [7,27] \\
12+A5 512 aware & 100 [100,100] & 95 [91,98] & -- & -- & -- & -- & -- & -- \\
13+A5 512 blind & 15 [12,18] & 12 [9,16] & 12 [2,22] & 0 [0,0] & 9 [2,18] & 5 [1,11] & 12 [4,23] & 6 [0,13] \\
14+A6 512 blind & 18 [14,22] & 18 [14,22] & 22 [10,35] & 15 [5,28] & 9 [2,17] & 7 [2,13] & 11 [2,22] & 10 [2,19] \\
15+A7 zstd & 99 [98,100] & 99 [98,100] & 100 [100,100] & 95 [88,100] & 35 [24,47] & 25 [15,36] & 39 [25,54] & 33 [20,47] \\
16+A8 512 blind & 14 [9,18] & 0 [0,0] & 0 [0,0] & 0 [0,0] & 17 [10,25] & 23 [13,33] & 6 [0,14] & 8 [0,18] \\
17+B0 & 99 [98,100] & 99 [98,100] & 100 [100,100] & 95 [88,100] & 35 [24,47] & 25 [15,36] & 36 [22,50] & 33 [20,47] \\
18+B1 & 99 [98,100] & 99 [98,100] & 100 [100,100] & 95 [88,100] & 35 [24,47] & 25 [15,36] & 36 [22,50] & 33 [20,47] \\
19+B2 bits=4 & 0 [0,0] & 98 [94,100] & 0 [0,0] & 100 [100,100] & 1 [0,2] & 25 [15,36] & 0 [0,1] & 22 [10,34] \\
20+B2 bits=8 & 99 [98,100] & 99 [98,100] & 100 [100,100] & 98 [92,100] & 38 [25,50] & 25 [15,36] & 36 [22,50] & 33 [20,47] \\
21+B3 1/4 & 20 [18,23] & 18 [16,21] & 0 [0,0] & 0 [0,0] & 19 [10,29] & 16 [9,25] & 39 [25,55] & 32 [19,46] \\
22+B4 1/4 & 0 [0,0] & 0 [0,0] & 0 [0,0] & 0 [0,0] & 6 [2,13] & 7 [1,16] & 1 [0,2] & 0 [0,0] \\
23+B5 1/4 aware & 78 [72,83] & 98 [96,100] & 0 [0,0] & 0 [0,0] & 29 [19,40] & 24 [15,34] & 34 [20,48] & 32 [19,46] \\
24+B5 1/4 blind & 12 [8,17] & 19 [12,26] & 0 [0,0] & 0 [0,0] & 21 [11,32] & 19 [10,29] & 31 [18,45] & 28 [16,42] \\
25+B6 1/4 aware & 66 [61,70] & 98 [95,100] & 0 [0,0] & 0 [0,0] & 27 [16,38] & 24 [15,34] & 36 [23,51] & 29 [16,44] \\
26+B9 bits=8 1/4 att aware & 78 [73,84] & 98 [96,100] & 0 [0,0] & 0 [0,0] & 28 [18,40] & 24 [14,34] & 35 [22,49] & 32 [19,46] \\
27+\bottomrule
28+\end{tabular}
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modified results/provenance.json +25 −25
@@ -4,7 +4,7 @@
4 "runs/raw/E1_core.jsonl" 4 "runs/raw/E1_core.jsonl"
5 ], 5 ],
6 "script": "src/wp30/analysis/analyze.py", 6 "script": "src/wp30/analysis/analyze.py",
7− "generated_utc": "2026-10-30T08:22:14.538915Z", 7+ "generated_utc": "2026-10-30T08:41:10.888608Z",
8 "note": "per-condition quality (cluster bootstrap CI) and resource medians" 8 "note": "per-condition quality (cluster bootstrap CI) and resource medians"
9 }, 9 },
10 "results/tables/E1_core_failures.csv": { 10 "results/tables/E1_core_failures.csv": {
@@ -12,7 +12,7 @@
12 "runs/raw/E1_core.jsonl" 12 "runs/raw/E1_core.jsonl"
13 ], 13 ],
14 "script": "src/wp30/analysis/analyze.py", 14 "script": "src/wp30/analysis/analyze.py",
15− "generated_utc": "2026-10-30T08:22:14.540728Z", 15+ "generated_utc": "2026-10-30T08:41:10.897925Z",
16 "note": "attempt status counts by method" 16 "note": "attempt status counts by method"
17 }, 17 },
18 "results/tables/E1_core_by_question_type.csv": { 18 "results/tables/E1_core_by_question_type.csv": {
@@ -20,7 +20,7 @@
20 "runs/raw/E1_core.jsonl" 20 "runs/raw/E1_core.jsonl"
21 ], 21 ],
22 "script": "src/wp30/analysis/analyze.py", 22 "script": "src/wp30/analysis/analyze.py",
23− "generated_utc": "2026-10-30T08:22:14.760371Z", 23+ "generated_utc": "2026-10-30T08:41:11.023256Z",
24 "note": "synthetic accuracy by question type" 24 "note": "synthetic accuracy by question type"
25 }, 25 },
26 "results/tables/E1_core_primary_tests.csv": { 26 "results/tables/E1_core_primary_tests.csv": {
@@ -28,7 +28,7 @@
28 "runs/raw/E1_core.jsonl" 28 "runs/raw/E1_core.jsonl"
29 ], 29 ],
30 "script": "src/wp30/analysis/analyze.py", 30 "script": "src/wp30/analysis/analyze.py",
31− "generated_utc": "2026-10-30T08:22:14.878795Z", 31+ "generated_utc": "2026-10-30T08:41:11.097268Z",
32 "note": "registered primary comparisons, paired, cluster bootstrap, Holm" 32 "note": "registered primary comparisons, paired, cluster bootstrap, Holm"
33 }, 33 },
34 "results/figures/fig2_quality_vs_bytes.pdf": { 34 "results/figures/fig2_quality_vs_bytes.pdf": {
@@ -36,7 +36,7 @@
36 "runs/raw/E1_core.jsonl" 36 "runs/raw/E1_core.jsonl"
37 ], 37 ],
38 "script": "src/wp30/analysis/analyze.py", 38 "script": "src/wp30/analysis/analyze.py",
39− "generated_utc": "2026-10-30T08:22:15.688835Z", 39+ "generated_utc": "2026-10-30T08:41:11.754908Z",
40 "note": "points = conditions; x = median payload bytes; y = mean quality" 40 "note": "points = conditions; x = median payload bytes; y = mean quality"
41 }, 41 },
42 "results/figures/fig2_quality_vs_bytes.png": { 42 "results/figures/fig2_quality_vs_bytes.png": {
@@ -44,7 +44,7 @@
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45 ], 45 ],
46 "script": "src/wp30/analysis/analyze.py", 46 "script": "src/wp30/analysis/analyze.py",
47− "generated_utc": "2026-10-30T08:22:15.905436Z", 47+ "generated_utc": "2026-10-30T08:41:11.951700Z",
48 "note": "points = conditions; x = median payload bytes; y = mean quality" 48 "note": "points = conditions; x = median payload bytes; y = mean quality"
49 }, 49 },
50 "results/figures/figA_quality_vs_bytes_blind.pdf": { 50 "results/figures/figA_quality_vs_bytes_blind.pdf": {
@@ -52,7 +52,7 @@
52 "runs/raw/E1_core.jsonl" 52 "runs/raw/E1_core.jsonl"
53 ], 53 ],
54 "script": "src/wp30/analysis/analyze.py", 54 "script": "src/wp30/analysis/analyze.py",
55− "generated_utc": "2026-10-30T08:22:16.400431Z", 55+ "generated_utc": "2026-10-30T08:41:12.396339Z",
56 "note": "points = conditions; x = median payload bytes; y = mean quality" 56 "note": "points = conditions; x = median payload bytes; y = mean quality"
57 }, 57 },
58 "results/figures/figA_quality_vs_bytes_blind.png": { 58 "results/figures/figA_quality_vs_bytes_blind.png": {
@@ -60,7 +60,7 @@
60 "runs/raw/E1_core.jsonl" 60 "runs/raw/E1_core.jsonl"
61 ], 61 ],
62 "script": "src/wp30/analysis/analyze.py", 62 "script": "src/wp30/analysis/analyze.py",
63− "generated_utc": "2026-10-30T08:22:16.572977Z", 63+ "generated_utc": "2026-10-30T08:41:12.558258Z",
64 "note": "points = conditions; x = median payload bytes; y = mean quality" 64 "note": "points = conditions; x = median payload bytes; y = mean quality"
65 }, 65 },
66 "results/figures/figA_quality_vs_bytes_aware.pdf": { 66 "results/figures/figA_quality_vs_bytes_aware.pdf": {
@@ -68,7 +68,7 @@
68 "runs/raw/E1_core.jsonl" 68 "runs/raw/E1_core.jsonl"
69 ], 69 ],
70 "script": "src/wp30/analysis/analyze.py", 70 "script": "src/wp30/analysis/analyze.py",
71− "generated_utc": "2026-10-30T08:22:16.948411Z", 71+ "generated_utc": "2026-10-30T08:41:12.888916Z",
72 "note": "points = conditions; x = median payload bytes; y = mean quality" 72 "note": "points = conditions; x = median payload bytes; y = mean quality"
73 }, 73 },
74 "results/figures/figA_quality_vs_bytes_aware.png": { 74 "results/figures/figA_quality_vs_bytes_aware.png": {
@@ -76,7 +76,7 @@
76 "runs/raw/E1_core.jsonl" 76 "runs/raw/E1_core.jsonl"
77 ], 77 ],
78 "script": "src/wp30/analysis/analyze.py", 78 "script": "src/wp30/analysis/analyze.py",
79− "generated_utc": "2026-10-30T08:22:17.136598Z", 79+ "generated_utc": "2026-10-30T08:41:13.061312Z",
80 "note": "points = conditions; x = median payload bytes; y = mean quality" 80 "note": "points = conditions; x = median payload bytes; y = mean quality"
81 }, 81 },
82 "results/figures/fig3_quality_vs_latency_memory.pdf": { 82 "results/figures/fig3_quality_vs_latency_memory.pdf": {
@@ -84,7 +84,7 @@
84 "runs/raw/E1_core.jsonl" 84 "runs/raw/E1_core.jsonl"
85 ], 85 ],
86 "script": "src/wp30/analysis/analyze.py", 86 "script": "src/wp30/analysis/analyze.py",
87− "generated_utc": "2026-10-30T08:22:17.472811Z", 87+ "generated_utc": "2026-10-30T08:41:13.355100Z",
88 "note": "" 88 "note": ""
89 }, 89 },
90 "results/figures/fig3_quality_vs_latency_memory.png": { 90 "results/figures/fig3_quality_vs_latency_memory.png": {
@@ -92,7 +92,7 @@
92 "runs/raw/E1_core.jsonl" 92 "runs/raw/E1_core.jsonl"
93 ], 93 ],
94 "script": "src/wp30/analysis/analyze.py", 94 "script": "src/wp30/analysis/analyze.py",
95− "generated_utc": "2026-10-30T08:22:17.662871Z", 95+ "generated_utc": "2026-10-30T08:41:13.527311Z",
96 "note": "" 96 "note": ""
97 }, 97 },
98 "results/figures/fig4_latency_decomposition.pdf": { 98 "results/figures/fig4_latency_decomposition.pdf": {
@@ -100,7 +100,7 @@
100 "runs/raw/E1_core.jsonl" 100 "runs/raw/E1_core.jsonl"
101 ], 101 ],
102 "script": "src/wp30/analysis/analyze.py", 102 "script": "src/wp30/analysis/analyze.py",
103− "generated_utc": "2026-10-30T08:22:17.739355Z", 103+ "generated_utc": "2026-10-30T08:41:13.606317Z",
104 "note": "" 104 "note": ""
105 }, 105 },
106 "results/figures/fig4_latency_decomposition.png": { 106 "results/figures/fig4_latency_decomposition.png": {
@@ -108,7 +108,7 @@
108 "runs/raw/E1_core.jsonl" 108 "runs/raw/E1_core.jsonl"
109 ], 109 ],
110 "script": "src/wp30/analysis/analyze.py", 110 "script": "src/wp30/analysis/analyze.py",
111− "generated_utc": "2026-10-30T08:22:17.782128Z", 111+ "generated_utc": "2026-10-30T08:41:13.663220Z",
112 "note": "" 112 "note": ""
113 }, 113 },
114 "results/figures/fig5_handoffs.pdf": { 114 "results/figures/fig5_handoffs.pdf": {
@@ -116,7 +116,7 @@
116 "runs/raw/E4_core.jsonl" 116 "runs/raw/E4_core.jsonl"
117 ], 117 ],
118 "script": "src/wp30/analysis/analyze.py", 118 "script": "src/wp30/analysis/analyze.py",
119− "generated_utc": "2026-10-30T08:22:21.811881Z", 119+ "generated_utc": "2026-10-30T08:41:18.022870Z",
120 "note": "means over documents; chains defined in configs/chains*.yaml" 120 "note": "means over documents; chains defined in configs/chains*.yaml"
121 }, 121 },
122 "results/figures/fig5_handoffs.png": { 122 "results/figures/fig5_handoffs.png": {
@@ -124,7 +124,7 @@
124 "runs/raw/E4_core.jsonl" 124 "runs/raw/E4_core.jsonl"
125 ], 125 ],
126 "script": "src/wp30/analysis/analyze.py", 126 "script": "src/wp30/analysis/analyze.py",
127− "generated_utc": "2026-10-30T08:22:21.866054Z", 127+ "generated_utc": "2026-10-30T08:41:18.082563Z",
128 "note": "means over documents; chains defined in configs/chains*.yaml" 128 "note": "means over documents; chains defined in configs/chains*.yaml"
129 }, 129 },
130 "results/tables/E4_core_handoffs.csv": { 130 "results/tables/E4_core_handoffs.csv": {
@@ -132,7 +132,7 @@
132 "runs/raw/E4_core.jsonl" 132 "runs/raw/E4_core.jsonl"
133 ], 133 ],
134 "script": "src/wp30/analysis/analyze.py", 134 "script": "src/wp30/analysis/analyze.py",
135− "generated_utc": "2026-10-30T08:22:21.965647Z", 135+ "generated_utc": "2026-10-30T08:41:18.179059Z",
136 "note": "repeated handoffs" 136 "note": "repeated handoffs"
137 }, 137 },
138 "results/tables/E4_core_h4_primary_tests.csv": { 138 "results/tables/E4_core_h4_primary_tests.csv": {
@@ -140,7 +140,7 @@
140 "runs/raw/E4_core.jsonl" 140 "runs/raw/E4_core.jsonl"
141 ], 141 ],
142 "script": "src/wp30/analysis/analyze.py", 142 "script": "src/wp30/analysis/analyze.py",
143− "generated_utc": "2026-10-30T08:22:21.977607Z", 143+ "generated_utc": "2026-10-30T08:41:18.190264Z",
144 "note": "registered primary comparisons, paired, cluster bootstrap, Holm" 144 "note": "registered primary comparisons, paired, cluster bootstrap, Holm"
145 }, 145 },
146 "results/tables/E5_core_fanin.csv": { 146 "results/tables/E5_core_fanin.csv": {
@@ -148,7 +148,7 @@
148 "runs/raw/E5_core.jsonl" 148 "runs/raw/E5_core.jsonl"
149 ], 149 ],
150 "script": "src/wp30/analysis/analyze.py", 150 "script": "src/wp30/analysis/analyze.py",
151− "generated_utc": "2026-10-30T08:22:22.071683Z", 151+ "generated_utc": "2026-10-30T08:41:18.294190Z",
152 "note": "fan-in by method and question type" 152 "note": "fan-in by method and question type"
153 }, 153 },
154 "results/figures/fig6_breakeven.pdf": { 154 "results/figures/fig6_breakeven.pdf": {
@@ -156,7 +156,7 @@
156 "runs/raw/E6_core.jsonl" 156 "runs/raw/E6_core.jsonl"
157 ], 157 ],
158 "script": "src/wp30/analysis/analyze.py", 158 "script": "src/wp30/analysis/analyze.py",
159− "generated_utc": "2026-10-30T08:22:22.167477Z", 159+ "generated_utc": "2026-10-30T08:41:18.383673Z",
160 "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical" 160 "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical"
161 }, 161 },
162 "results/figures/fig6_breakeven.png": { 162 "results/figures/fig6_breakeven.png": {
@@ -164,7 +164,7 @@
164 "runs/raw/E6_core.jsonl" 164 "runs/raw/E6_core.jsonl"
165 ], 165 ],
166 "script": "src/wp30/analysis/analyze.py", 166 "script": "src/wp30/analysis/analyze.py",
167− "generated_utc": "2026-10-30T08:22:22.242714Z", 167+ "generated_utc": "2026-10-30T08:41:18.456745Z",
168 "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical" 168 "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical"
169 }, 169 },
170 "results/tables/E6_network.csv": { 170 "results/tables/E6_network.csv": {
@@ -172,7 +172,7 @@
172 "runs/raw/E6_core.jsonl" 172 "runs/raw/E6_core.jsonl"
173 ], 173 ],
174 "script": "src/wp30/analysis/analyze.py", 174 "script": "src/wp30/analysis/analyze.py",
175− "generated_utc": "2026-10-30T08:22:22.247935Z", 175+ "generated_utc": "2026-10-30T08:41:18.462390Z",
176 "note": "two-node transfer measurements" 176 "note": "two-node transfer measurements"
177 }, 177 },
178 "results/tables/ED_hosted.csv": { 178 "results/tables/ED_hosted.csv": {
@@ -180,7 +180,7 @@
180 "runs/raw/ED_hosted_core.jsonl" 180 "runs/raw/ED_hosted_core.jsonl"
181 ], 181 ],
182 "script": "src/wp30/analysis/analyze.py", 182 "script": "src/wp30/analysis/analyze.py",
183− "generated_utc": "2026-10-30T08:22:22.319194Z", 183+ "generated_utc": "2026-10-30T08:41:18.529003Z",
184 "note": "hosted receivers; cost estimated from provider price tables" 184 "note": "hosted receivers; cost estimated from provider price tables"
185 }, 185 },
186 "results/figures/fig7_router.pdf": { 186 "results/figures/fig7_router.pdf": {
@@ -190,7 +190,7 @@
190 "runs/checkpoints/router_policy.json" 190 "runs/checkpoints/router_policy.json"
191 ], 191 ],
192 "script": "src/wp30/analysis/analyze.py", 192 "script": "src/wp30/analysis/analyze.py",
193− "generated_utc": "2026-10-30T08:22:22.416428Z", 193+ "generated_utc": "2026-10-30T08:41:18.669288Z",
194 "note": "oracle = infeasible upper reference" 194 "note": "oracle = infeasible upper reference"
195 }, 195 },
196 "results/figures/fig7_router.png": { 196 "results/figures/fig7_router.png": {
@@ -200,7 +200,7 @@
200 "runs/checkpoints/router_policy.json" 200 "runs/checkpoints/router_policy.json"
201 ], 201 ],
202 "script": "src/wp30/analysis/analyze.py", 202 "script": "src/wp30/analysis/analyze.py",
203− "generated_utc": "2026-10-30T08:22:22.507187Z", 203+ "generated_utc": "2026-10-30T08:41:18.747352Z",
204 "note": "oracle = infeasible upper reference" 204 "note": "oracle = infeasible upper reference"
205 } 205 }
206 } 206 }
\ No newline at end of file
modified results/tables/E1_core_primary.csv +165 −165
@@ -1,165 +1,165 @@
1−family,pair,condition,method,access,n,n_docs,quality,q_lo,q_hi,success_rate,payload_bytes_median,cache_bytes_median,cold_ms_p50,warm_ms_p50,amortized_ms_p50,ttft_ms_p50,peak_decode_mem_median,fetched_bytes_mean 1+family,pair,condition,method,access,n,n_docs,quality,q_lo,q_hi,success_rate,payload_bytes_median,cache_bytes_median,cold_ms_p50,warm_ms_p50,amortized_ms_p50,ttft_ms_p50,peak_decode_mem_median,peak_cold_mem_median,fetched_bytes_mean
2−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.0,0.0,0.0,1.0,0.0,,1258.4582085255533,1258.450958528556,1258.4582085255533,11.510187992826104,6547584464.0,0.0 2+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.0,0.0,0.0,1.0,0.0,,1258.4582085255533,1258.450958528556,1258.4582085255533,11.510187992826104,6547584464.0,6547584464.0,0.0
3−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.95,0.875,1.0,1.0,7817.0,,1986.9115210021846,1986.9039590121247,1986.9115210021846,12.162082944996655,7123374444.0,0.0 3+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.95,0.875,1.0,1.0,7817.0,,1986.9115210021846,1986.9039590121247,1986.9115210021846,12.162082944996655,7123374444.0,7123374444.0,0.0
4−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.7,0.55,0.85,1.0,2158.5,,1410.8660004567355,1409.1922294464894,1410.8660004567355,11.836166551802307,6810762776.0,0.0 4+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.7,0.55,0.85,1.0,2158.5,,1410.8660004567355,1409.1922294464894,1410.8660004567355,11.836166551802307,6810762776.0,6810762776.0,0.0
5−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.2,0.075,0.325,1.0,2349.0,,1423.6712495330721,1422.393708024174,1423.6712495330721,11.827166483271867,6805962264.0,0.0 5+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.2,0.075,0.325,1.0,2349.0,,1423.6712495330721,1422.393708024174,1423.6712495330721,11.827166483271867,6805962264.0,6805962264.0,0.0
6−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.975,0.925,1.0,1.0,1560.0,,1329.3726665433496,1327.518479025457,1329.3726665433496,11.832229502033442,6801636888.0,0.0 6+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.975,0.925,1.0,1.0,1560.0,,1329.3726665433496,1327.518479025457,1329.3726665433496,11.832229502033442,6801636888.0,6801636888.0,0.0
7−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.825,0.7,0.925,1.0,1664.0,,8203.995228977874,1488.7063130154274,8203.995228977874,11.814270517788827,6840548888.0,0.0 7+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.825,0.7,0.925,1.0,1664.0,,8203.995228977874,1488.7063130154274,8203.995228977874,11.814270517788827,6840548888.0,6840548888.0,0.0
8−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.0,0.0,0.0,1.0,1245.5,,8283.329896512441,1541.5113129420206,8283.329896512441,11.789770913310349,6766525528.0,0.0 8+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.0,0.0,0.0,1.0,1245.5,,8283.329896512441,1541.5113129420206,8283.329896512441,11.789770913310349,6766525528.0,6766525528.0,0.0
9−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.15,0.05,0.275,1.0,280.0,,1566.0093335900456,1565.9761460265145,1566.0093335900456,11.801395448856056,6751091800.0,938.575 9+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.15,0.05,0.275,1.0,280.0,,1566.0093335900456,1565.9761460265145,1566.0093335900456,11.801395448856056,6751091800.0,6751091800.0,938.575
10−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.95,0.875,1.0,1.0,1304.5,,1995.8721044822596,1995.802208490204,1995.8721044822596,12.078374973498285,7123374444.0,0.0 10+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.95,0.875,1.0,1.0,1304.5,,1995.8721044822596,1995.802208490204,1995.8721044822596,12.078374973498285,7123374444.0,7123374444.0,0.0
11−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0,0.0,0.0,0.0,,,0.0,0.0,0.0,,,0.0 11+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0,0.0,0.0,0.0,,,0.0,0.0,0.0,,,,0.0
12−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.95,0.875,1.0,1.0,209433294.0,209420288.0,2161.7709995480254,1476.9027290167287,2161.7709995480254,51.358687051106244,7181169892.0,0.0 12+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.95,0.875,1.0,1.0,209433294.0,209420288.0,2161.7709995480254,1476.9027290167287,2161.7709995480254,51.358687051106244,7181169892.0,7181169892.0,0.0
13−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.95,0.875,1.0,1.0,209433322.0,209420288.0,2183.0639789113775,1496.8550420016982,2183.0639789113775,49.82733295764774,7180973284.0,0.0 13+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.95,0.875,1.0,1.0,209433322.0,209420288.0,2183.0639789113775,1496.8550420016982,2183.0639789113775,49.82733295764774,7180973284.0,7180973284.0,0.0
14−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,1.0,1.0,1.0,1.0,58926513.0,58899456.0,2119.401790900156,1451.94422948407,2119.401790900156,42.334249475970864,6889044124.0,0.0 14+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,1.0,1.0,1.0,1.0,58926513.0,58899456.0,2119.401790900156,1451.94422948407,2119.401790900156,42.334249475970864,6889044124.0,7112184172.0,0.0
15−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.975,0.925,1.0,1.0,111281646.0,111254528.0,2210.5782500002533,1535.811958485283,2210.5782500002533,46.82985402178019,6988483448.0,0.0 15+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.975,0.925,1.0,1.0,111281646.0,111254528.0,2210.5782500002533,1535.811958485283,2210.5782500002533,46.82985402178019,6988483448.0,7112184172.0,0.0
16−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.0,0.0,0.0,1.0,52310610.5,52297728.0,1860.3221669909544,1205.5079169222154,1860.3221669909544,38.808708486612886,6849066220.0,0.0 16+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.0,0.0,0.0,1.0,52310610.5,52297728.0,1860.3221669909544,1205.5079169222154,1860.3221669909544,38.808708486612886,6849066220.0,7112184172.0,0.0
17−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,1.0,52310605.5,52297728.0,4451.304083515424,3796.235208399594,4451.304083515424,38.95141644170508,6849033452.0,0.0 17+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,1.0,52310605.5,52297728.0,4451.304083515424,3796.235208399594,4451.304083515424,38.95141644170508,6849033452.0,7112184172.0,0.0
18−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.0,0.0,0.0,1.0,52310650.0,52297728.0,1806.6551666124724,1050.931437057443,1806.6551666124724,38.52089599240571,6849033452.0,0.0 18+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.0,0.0,0.0,1.0,52310650.0,52297728.0,1806.6551666124724,1050.931437057443,1806.6551666124724,38.52089599240571,6849033452.0,7112184172.0,0.0
19−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.0,0.0,0.0,1.0,52310650.5,52297728.0,3011.4672069321387,2129.6908954391256,3011.4672069321387,38.901541964150965,6849033452.0,0.0 19+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.0,0.0,0.0,1.0,52310650.5,52297728.0,3011.4672069321387,2129.6908954391256,3011.4672069321387,38.901541964150965,6849033452.0,7112184172.0,0.0
20−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.0,0.0,0.0,1.0,52310620.5,52297728.0,2778.506062924862,2027.1265839692205,2778.506062924862,334.88885447150096,6845531164.0,0.0 20+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.0,0.0,0.0,1.0,52310620.5,52297728.0,2778.506062924862,2027.1265839692205,2778.506062924862,334.88885447150096,6845531164.0,7112184172.0,0.0
21−exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.0,0.0,0.0,1.0,27809951.5,27783168.0,1970.285561925266,1212.8924999851733,1970.285561925266,38.66083355387673,6801847812.0,0.0 21+exec,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.0,0.0,0.0,1.0,27809951.5,27783168.0,1970.285561925266,1212.8924999851733,1970.285561925266,38.66083355387673,6801847812.0,7112184172.0,0.0
22−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.0,0.0,0.0,1.0,0.0,,50.99683249136433,50.98568700486794,50.99683249136433,13.265458575915545,6245933480.0,0.0 22+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.0,0.0,0.0,1.0,0.0,,50.99683249136433,50.98568700486794,50.99683249136433,13.265458575915545,6245933480.0,6245933480.0,0.0
23−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,1.0,1.0,1.0,1.0,7817.0,,1616.299791377969,1616.291937418282,1616.299791377969,13.873937481548637,7018315388.0,0.0 23+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,1.0,1.0,1.0,1.0,7817.0,,1616.299791377969,1616.291937418282,1616.299791377969,13.873937481548637,7018315388.0,7018315388.0,0.0
24−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,1.0,1.0,1.0,1.0,2063.0,,1380.298041505739,1378.6934584495611,1380.298041505739,13.52102094097063,6569209944.0,0.0 24+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,1.0,1.0,1.0,1.0,2063.0,,1380.298041505739,1378.6934584495611,1380.298041505739,13.52102094097063,6569209944.0,6569209944.0,0.0
25−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.5,0.35,0.65,1.0,2308.5,,1505.1244788919576,1503.8990624598227,1505.1244788919576,13.473541475832462,6562050136.0,0.0 25+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.5,0.35,0.65,1.0,2308.5,,1505.1244788919576,1503.8990624598227,1505.1244788919576,13.473541475832462,6562050136.0,6562050136.0,0.0
26−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,1.0,1.0,1.0,1.0,1459.0,,1277.185709157493,1275.6410425063223,1277.185709157493,13.463333540130407,6563229784.0,0.0 26+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,1.0,1.0,1.0,1.0,1459.0,,1277.185709157493,1275.6410425063223,1277.185709157493,13.463333540130407,6563229784.0,6563229784.0,0.0
27−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.375,0.225,0.525,1.0,1329.0,,6299.70408254303,1357.3949374840595,6299.70408254303,13.420354051049799,6489106190.0,0.0 27+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.375,0.225,0.525,1.0,1329.0,,6299.70408254303,1357.3949374840595,6299.70408254303,13.420354051049799,6489106190.0,6489106190.0,0.0
28−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.125,0.025,0.225,1.0,938.0,,6534.907438093796,1300.7948960876092,6534.907438093796,13.370978937018663,6482995136.0,0.0 28+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.125,0.025,0.225,1.0,938.0,,6534.907438093796,1300.7948960876092,6534.907438093796,13.370978937018663,6482995136.0,6482995136.0,0.0
29−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.225,0.1,0.35,1.0,340.0,,1280.8366029639728,1280.813749472145,1280.8366029639728,13.503895956091583,6565030904.0,958.725 29+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.225,0.1,0.35,1.0,340.0,,1280.8366029639728,1280.813749472145,1280.8366029639728,13.503895956091583,6565030904.0,6565030904.0,958.725
30−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,1.0,1.0,1.0,1.0,1304.5,,1614.060938009061,1613.9931670040824,1614.060938009061,13.793000020086765,7018315388.0,0.0 30+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,1.0,1.0,1.0,1.0,1304.5,,1614.060938009061,1613.9931670040824,1614.060938009061,13.793000020086765,7018315388.0,7018315388.0,0.0
31−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0,0.0,0.0,1.0,2257.5,,299.0590829285793,104.2349580093287,299.0590829285793,13.515916944015771,6612414552.0,0.0 31+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0,0.0,0.0,1.0,2257.5,,299.0590829285793,104.2349580093287,299.0590829285793,13.515916944015771,6612414552.0,6612414552.0,0.0
32−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,1.0,1.0,1.0,1.0,69762760.0,69746688.0,1671.5779785299674,1454.5991040067747,1671.5779785299674,26.289125031325966,6443884896.0,0.0 32+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,1.0,1.0,1.0,1.0,69762760.0,69746688.0,1671.5779785299674,1454.5991040067747,1671.5779785299674,26.289125031325966,6443884896.0,7001595516.0,0.0
33−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,1.0,1.0,1.0,1.0,69762788.0,69746688.0,1678.0685833655298,1461.9321874342859,1678.0685833655298,26.193187979515642,6443491568.0,0.0 33+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,1.0,1.0,1.0,1.0,69762788.0,69746688.0,1678.0685833655298,1461.9321874342859,1678.0685833655298,26.193187979515642,6443491568.0,7001595516.0,0.0
34−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.0,0.0,0.0,0.825,19650296.0,19616256.0,3499.5465414831415,3281.653458427172,3499.5465414831415,20.649228943511844,6353736674.0,0.0 34+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.0,0.0,0.0,0.825,19650296.0,19616256.0,3499.5465414831415,3281.653458427172,3499.5465414831415,20.649228943511844,6353736674.0,7001595516.0,0.0
35−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,1.0,1.0,1.0,1.0,37087110.0,37052928.0,1748.5522304777987,1527.8222084743902,1748.5522304777987,20.812437462154776,6391963660.0,0.0 35+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,1.0,1.0,1.0,1.0,37087110.0,37052928.0,1748.5522304777987,1527.8222084743902,1748.5522304777987,20.812437462154776,6391963660.0,7001595516.0,0.0
36−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.0,0.0,0.0,1.0,17452581.0,17436672.0,956.3981250976212,740.5964171048254,956.3981250976212,18.599771021399647,6328893680.0,0.0 36+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.0,0.0,0.0,1.0,17452581.0,17436672.0,956.3981250976212,740.5964171048254,956.3981250976212,18.599771021399647,6328893680.0,7001595516.0,0.0
37−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,0.925,17452576.0,17436672.0,4534.33343739016,4322.83162540989,4534.33343739016,18.42766656773165,6328885488.0,0.0 37+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,0.925,17452576.0,17436672.0,4534.33343739016,4322.83162540989,4534.33343739016,18.42766656773165,6328885488.0,7001595516.0,0.0
38−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.0,0.0,0.0,1.0,17452621.0,17436672.0,1546.2896669632755,1297.9612504132092,1546.2896669632755,18.14260403625667,6328705264.0,0.0 38+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.0,0.0,0.0,1.0,17452621.0,17436672.0,1546.2896669632755,1297.9612504132092,1546.2896669632755,18.14260403625667,6328705264.0,7001595516.0,0.0
39−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.0,0.0,0.0,1.0,17452621.0,17436672.0,1404.5618129894137,1157.1117919520475,1404.5618129894137,18.43020849628374,6328705264.0,0.0 39+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.0,0.0,0.0,1.0,17452621.0,17436672.0,1404.5618129894137,1157.1117919520475,1404.5618129894137,18.43020849628374,6328705264.0,7001595516.0,0.0
40−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.0,0.0,0.0,1.0,17452580.0,17436672.0,1730.0592699903063,1481.2797500635497,1730.0592699903063,417.85912500927225,6313638200.0,0.0 40+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.0,0.0,0.0,1.0,17452580.0,17436672.0,1730.0592699903063,1481.2797500635497,1730.0592699903063,417.85912500927225,6313638200.0,7001595516.0,0.0
41−exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.0,0.0,0.0,1.0,9296753.0,9263232.0,1668.3023320510983,1411.4823329728097,1668.3023320510983,17.84149999730289,6317180536.0,0.0 41+exec,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.0,0.0,0.0,1.0,9296753.0,9263232.0,1668.3023320510983,1411.4823329728097,1668.3023320510983,17.84149999730289,6317180536.0,7001595516.0,0.0
42−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.0625,0.0,0.1375,1.0,0.0,,61.31758342962712,61.30829197354615,61.31758342962712,13.563938031438738,6515504582.0,0.0 42+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.0625,0.0,0.1375,1.0,0.0,,61.31758342962712,61.30829197354615,61.31758342962712,13.563938031438738,6515504582.0,6515504582.0,0.0
43−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,26477.0,,838.0565835395828,838.0487085087225,838.0565835395828,15.187958488240838,7614567478.0,0.0 43+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,26477.0,,838.0565835395828,838.0487085087225,838.0565835395828,15.187958488240838,7614567478.0,7614567478.0,0.0
44−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.07291666666666666,0.00625,0.15416666666666665,1.0,2053.5,,110.34681159071624,105.7645000400953,110.34681159071624,13.786938041448593,6870195718.0,0.0 44+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.07291666666666666,0.00625,0.15416666666666665,1.0,2053.5,,110.34681159071624,105.7645000400953,110.34681159071624,13.786938041448593,6870195718.0,6870195718.0,0.0
45−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.16464285714285715,0.07177678571428574,0.27214285714285713,1.0,2089.0,,120.70233299164101,118.07974940165877,120.70233299164101,13.71116645168513,6860832264.0,0.0 45+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.16464285714285715,0.07177678571428574,0.27214285714285713,1.0,2089.0,,120.70233299164101,118.07974940165877,120.70233299164101,13.71116645168513,6860832264.0,6860832264.0,0.0
46−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.034999999999999996,0.0,0.1,1.0,1924.0,,117.97743756324053,104.87143753562123,117.97743756324053,13.734270993154496,6862609914.0,0.0 46+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.034999999999999996,0.0,0.1,1.0,1924.0,,117.97743756324053,104.87143753562123,117.97743756324053,13.734270993154496,6862609914.0,6862609914.0,0.0
47−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.16297619047619047,0.06583333333333334,0.26882142857142854,1.0,2038.5,,8716.081208491232,107.33179206727073,8716.081208491232,13.712061976548284,6870957596.0,0.0 47+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.16297619047619047,0.06583333333333334,0.26882142857142854,1.0,2038.5,,8716.081208491232,107.33179206727073,8716.081208491232,13.712061976548284,6870957596.0,6870957596.0,0.0
48−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.058333333333333334,0.0,0.13333333333333336,1.0,1099.0,,8670.968083490152,84.7092714975588,8670.968083490152,13.663416961207986,6747823192.0,0.0 48+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.058333333333333334,0.0,0.13333333333333336,1.0,1099.0,,8670.968083490152,84.7092714975588,8670.968083490152,13.663416961207986,6747823192.0,6747823192.0,0.0
49−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.09880952380952382,0.023809523809523808,0.19166666666666665,1.0,389.0,,104.96470803627744,104.93379150284454,104.96470803627744,13.659229502081871,6842465788.0,923.775 49+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.09880952380952382,0.023809523809523808,0.19166666666666665,1.0,389.0,,104.96470803627744,104.93379150284454,104.96470803627744,13.659229502081871,6842465788.0,6842465788.0,923.775
50−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,10766.5,,847.1706879790872,847.0414169714786,847.1706879790872,15.424749522935599,7614567478.0,0.0 50+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,10766.5,,847.1706879790872,847.0414169714786,847.1706879790872,15.424749522935599,7614567478.0,7614567478.0,0.0
51−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.075,0.0,0.175,1.0,1816.5,,961.6785630350932,121.2931249756366,961.6785630350932,13.804020476527512,6904430324.0,0.0 51+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.075,0.0,0.175,1.0,1816.5,,961.6785630350932,121.2931249756366,961.6785630350932,13.804020476527512,6904430324.0,6904430324.0,0.0
52−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,744108792.0,744095744.0,1022.4113956210203,110.78031297074631,1022.4113956210203,42.49874997185543,8844096712.0,0.0 52+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,744108792.0,744095744.0,1022.4113956210203,110.78031297074631,1022.4113956210203,42.49874997185543,8844096712.0,8844096712.0,0.0
53−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,744108820.0,744095744.0,1078.9334585424513,177.0352924359031,1078.9334585424513,41.77858354523778,8844096712.0,0.0 53+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,744108820.0,744095744.0,1078.9334585424513,177.0352924359031,1078.9334585424513,41.77858354523778,8844096712.0,8844096712.0,0.0
54−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.21666666666666665,0.10416666666666666,0.3416666666666667,1.0,209304201.0,209276928.0,917.6457915455103,87.52035396173596,917.6457915455103,28.353708039503545,7763563872.0,0.0 54+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.21666666666666665,0.10416666666666666,0.3416666666666667,1.0,209304201.0,209276928.0,917.6457915455103,87.52035396173596,917.6457915455103,28.353708039503545,7763563872.0,7763563872.0,0.0
55−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,395328218.0,395300864.0,951.9116040901281,87.27945800637826,951.9116040901281,29.329562501516193,8176473440.0,0.0 55+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.3302579365079365,0.19761160714285717,0.4666666666666666,1.0,395328218.0,395300864.0,951.9116040901281,87.27945800637826,951.9116040901281,29.329562501516193,8176473440.0,8176473440.0,0.0
56−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.32400793650793647,0.19205357142857146,0.45912698412698416,1.0,186037056.0,186023936.0,911.9993314961903,91.53133415384218,911.9993314961903,23.624812019988894,7610430656.0,0.0 56+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.32400793650793647,0.19205357142857146,0.45912698412698416,1.0,186037056.0,186023936.0,911.9993314961903,91.53133415384218,911.9993314961903,23.624812019988894,7610430656.0,7638209748.0,0.0
57−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,0.825,186037051.0,186023936.0,1403.2247085124254,712.2888540616259,1403.2247085124254,23.287000018171966,7610430656.0,0.0 57+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.0,0.0,0.0,0.825,186037051.0,186023936.0,1403.2247085124254,712.2888540616259,1403.2247085124254,23.287000018171966,7610430656.0,7638209748.0,0.0
58−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.32089285714285715,0.1875,0.4596651785714284,1.0,186037096.0,186023936.0,990.1295835734345,69.1054585040547,990.1295835734345,22.277812531683594,7610430656.0,0.0 58+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.32089285714285715,0.1875,0.4596651785714284,1.0,186037096.0,186023936.0,990.1295835734345,69.1054585040547,990.1295835734345,22.277812531683594,7610430656.0,7638209748.0,0.0
59−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.2838888888888889,0.15888194444444448,0.42056249999999995,1.0,186037096.0,186023936.0,959.1962915146723,64.08647989155725,959.1962915146723,22.64814602676779,7610430656.0,0.0 59+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.2838888888888889,0.15888194444444448,0.42056249999999995,1.0,186037096.0,186023936.0,959.1962915146723,64.08647989155725,959.1962915146723,22.64814602676779,7610430656.0,7638209748.0,0.0
60−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.29375,0.15625,0.4375,1.0,186037011.0,186023936.0,1427.9097704566084,526.5463123796508,1427.9097704566084,493.36456251330674,7803809312.0,0.0 60+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.29375,0.15625,0.4375,1.0,186037011.0,186023936.0,1427.9097704566084,526.5463123796508,1427.9097704566084,493.36456251330674,7803809312.0,7803809312.0,0.0
61−public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.32089285714285715,0.1875,0.4596651785714284,1.0,98852491.0,98825216.0,976.0725206579082,70.43647894170135,976.0725206579082,19.95449955575168,7458923884.0,0.0 61+public_2wikimqa,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.32089285714285715,0.1875,0.4596651785714284,1.0,98852491.0,98825216.0,976.0725206579082,70.43647894170135,976.0725206579082,19.95449955575168,7458923884.0,7607489594.0,0.0
62−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.1125,0.0375,0.2125,1.0,0.0,,59.17302001034841,59.158478514291346,59.17302001034841,13.196521031204611,6241993108.0,0.0 62+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.1125,0.0375,0.2125,1.0,0.0,,59.17302001034841,59.158478514291346,59.17302001034841,13.196521031204611,6241993108.0,6241993108.0,0.0
63−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,0.3875,0.25,0.5375,1.0,26477.0,,862.7995005808771,862.7924170577899,862.7995005808771,14.084312540944666,7239368768.0,0.0 63+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,0.3875,0.25,0.5375,1.0,26477.0,,862.7995005808771,862.7924170577899,862.7995005808771,14.084312540944666,7239368768.0,7239368768.0,0.0
64−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.11666666666666665,0.025,0.225,1.0,1973.0,,106.45749949617311,97.87616651738063,106.45749949617311,13.45000002766028,6568923224.0,0.0 64+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.11666666666666665,0.025,0.225,1.0,1973.0,,106.45749949617311,97.87616651738063,106.45749949617311,13.45000002766028,6568923224.0,6568923224.0,0.0
65−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.21291666666666664,0.11041666666666665,0.3300312499999998,1.0,1940.5,,113.71260363375768,110.9033121028915,113.71260363375768,13.465750496834517,6559346776.0,0.0 65+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.21291666666666664,0.11041666666666665,0.3300312499999998,1.0,1940.5,,113.71260363375768,110.9033121028915,113.71260363375768,13.465750496834517,6559346776.0,6559346776.0,0.0
66−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.1125,0.025,0.2125,1.0,1735.0,,114.57770806737244,96.89510404132307,114.57770806737244,13.402666547335684,6562443352.0,0.0 66+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.1125,0.025,0.2125,1.0,1735.0,,114.57770806737244,96.89510404132307,114.57770806737244,13.402666547335684,6562443352.0,6562443352.0,0.0
67−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.20347222222222222,0.09791666666666667,0.3208506944444443,1.0,1749.5,,8053.586145979352,97.53939497750252,8053.586145979352,13.36843753233552,6583652440.0,0.0 67+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.20347222222222222,0.09791666666666667,0.3208506944444443,1.0,1749.5,,8053.586145979352,97.53939497750252,8053.586145979352,13.36843753233552,6583652440.0,6583652440.0,0.0
68−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.12333333333333334,0.04,0.23166666666666663,1.0,810.0,,7940.129436494317,80.12141706421971,7940.129436494317,13.376353948842734,6494488374.0,0.0 68+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.12333333333333334,0.04,0.23166666666666663,1.0,810.0,,7940.129436494317,80.12141706421971,7940.129436494317,13.376353948842734,6494488374.0,6494488374.0,0.0
69−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.11000000000000001,0.025,0.22000000000000003,1.0,466.5,,126.47829105844721,126.43012392800301,126.47829105844721,13.430749473627657,6640562264.0,1217.275 69+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.11000000000000001,0.025,0.22000000000000003,1.0,466.5,,126.47829105844721,126.43012392800301,126.47829105844721,13.430749473627657,6640562264.0,6640562264.0,1217.275
70−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3875,0.25,0.5375,1.0,10766.5,,986.8479584692977,986.7087295278907,986.8479584692977,14.408541494049132,7239368768.0,0.0 70+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3875,0.25,0.5375,1.0,10766.5,,986.8479584692977,986.7087295278907,986.8479584692977,14.408541494049132,7239368768.0,7239368768.0,0.0
71−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0625,0.0,0.1375,1.0,1721.5,,667.4353124690242,109.33960444526747,667.4353124690242,13.598332996480167,6599094360.0,0.0 71+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.0625,0.0,0.1375,1.0,1721.5,,667.4353124690242,109.33960444526747,667.4353124690242,13.598332996480167,6599094360.0,6599094360.0,0.0
72−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,254580530.0,254564352.0,1078.0544368899427,123.88258392456919,1078.0544368899427,58.98822902236134,7024730428.0,0.0 72+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,254580530.0,254564352.0,1078.0544368899427,123.88258392456919,1078.0544368899427,58.98822902236134,7024730428.0,7239360576.0,0.0
73−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,254580558.0,254564352.0,1081.1359789804555,142.88037497317418,1081.1359789804555,54.69964555231854,7024730316.0,0.0 73+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,254580558.0,254564352.0,1081.1359789804555,142.88037497317418,1081.1359789804555,54.69964555231854,7024730316.0,7239360576.0,0.0
74−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.003913630229419702,0.0,0.010458839406207825,0.975,71630478.0,71596224.0,1630.7963539729826,739.3143955268897,1630.7963539729826,29.354833532124758,6681390136.0,0.0 74+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.003913630229419702,0.0,0.010458839406207825,0.975,71630478.0,71596224.0,1630.7963539729826,739.3143955268897,1630.7963539729826,29.354833532124758,6681390136.0,7239360576.0,0.0
75−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,135271688.0,135237312.0,1035.3826249483973,97.3766659735702,1035.3826249483973,30.708041042089462,6821831068.5,0.0 75+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.3625,0.225,0.5041666666666667,1.0,135271688.0,135237312.0,1035.3826249483973,97.3766659735702,1035.3826249483973,30.708041042089462,6821831068.5,7239360576.0,0.0
76−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.39464285714285713,0.25416666666666665,0.5488392857142856,1.0,63661888.0,63645696.0,1020.8498335559852,81.72633306821808,1020.8498335559852,24.91972898133099,6605316300.0,0.0 76+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.39464285714285713,0.25416666666666665,0.5488392857142856,1.0,63661888.0,63645696.0,1020.8498335559852,81.72633306821808,1020.8498335559852,24.91972898133099,6605316300.0,7239360576.0,0.0
77−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.008613445378151261,0.0,0.024369747899159667,0.925,63661883.0,63645696.0,1539.1613344545476,676.473917614203,1539.1613344545476,24.953124986495823,6605316300.0,0.0 77+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.008613445378151261,0.0,0.024369747899159667,0.925,63661883.0,63645696.0,1539.1613344545476,676.473917614203,1539.1613344545476,24.953124986495823,6605316300.0,7239360576.0,0.0
78−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.3392857142857143,0.2,0.4833333333333333,1.0,63661928.0,63645696.0,1062.0520829688758,82.09260407602414,1062.0520829688758,24.084812554065138,6605316300.0,0.0 78+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.3392857142857143,0.2,0.4833333333333333,1.0,63661928.0,63645696.0,1062.0520829688758,82.09260407602414,1062.0520829688758,24.084812554065138,6605316300.0,7239360576.0,0.0
79−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.30625,0.175,0.45,1.0,63661928.0,63645696.0,1037.0062295696698,79.50931205414236,1037.0062295696698,24.317916948348284,6605316300.0,0.0 79+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.30625,0.175,0.45,1.0,63661928.0,63645696.0,1037.0062295696698,79.50931205414236,1037.0062295696698,24.317916948348284,6605316300.0,7239360576.0,0.0
80−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.36428571428571427,0.228482142857143,0.5083630952380951,1.0,63661830.0,63645696.0,1445.9590209880844,466.9628744595684,1445.9590209880844,398.6886665225029,6655922112.0,0.0 80+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.36428571428571427,0.228482142857143,0.5083630952380951,1.0,63661830.0,63645696.0,1445.9590209880844,466.9628744595684,1445.9590209880844,398.6886665225029,6655922112.0,7239360576.0,0.0
81−public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.35178571428571426,0.21845238095238093,0.4916666666666666,1.0,33846113.5,33811776.0,1065.1935209752992,79.09508352167904,1065.1935209752992,19.883000059053302,6554773592.0,0.0 81+public_2wikimqa,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.35178571428571426,0.21845238095238093,0.4916666666666666,1.0,33846113.5,33811776.0,1065.1935209752992,79.09508352167904,1065.1935209752992,19.883000059053302,6554773592.0,7239360576.0,0.0
82−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.053520674727571285,0.00762987012987013,0.11977830646365119,1.0,0.0,,65.9553125151433,65.94904151279479,65.9553125151433,13.496875006239861,6510474664.0,0.0 82+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,40,40,0.053520674727571285,0.00762987012987013,0.11977830646365119,1.0,0.0,,65.9553125151433,65.94904151279479,65.9553125151433,13.496875006239861,6510474664.0,6510474664.0,0.0
83−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,24485.5,,727.1668530884199,727.1603115950711,727.1668530884199,14.904125011526048,7465718848.0,0.0 83+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,24485.5,,727.1668530884199,727.1603115950711,727.1668530884199,14.904125011526048,7465718848.0,7465718848.0,0.0
84−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.06596767217456873,0.02368412239101894,0.1264588058014782,1.0,2645.0,,129.87125013023615,127.00175010832027,129.87125013023615,13.727125013247132,6865649128.0,0.0 84+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.06596767217456873,0.02368412239101894,0.1264588058014782,1.0,2645.0,,129.87125013023615,127.00175010832027,129.87125013023615,13.727125013247132,6865649128.0,6865649128.0,0.0
85−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.23695446852096466,0.14541538242944893,0.3455378195824967,1.0,2503.5,,158.11447944724932,156.55895846430212,158.11447944724932,13.684041507076472,6856752608.0,0.0 85+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.23695446852096466,0.14541538242944893,0.3455378195824967,1.0,2503.5,,158.11447944724932,156.55895846430212,158.11447944724932,13.684041507076472,6856752608.0,6856752608.0,0.0
86−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.14415518358453142,0.06653808284107197,0.22890076522209668,1.0,2108.5,,149.97426996706054,143.4077289304696,149.97426996706054,13.658125011716038,6859865572.0,0.0 86+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.14415518358453142,0.06653808284107197,0.22890076522209668,1.0,2108.5,,149.97426996706054,143.4077289304696,149.97426996706054,13.658125011716038,6859865572.0,6859865572.0,0.0
87−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.19959273932500582,0.10820102144256978,0.30105128414152005,1.0,2603.0,,8184.926540940069,143.69518699822947,8184.926540940069,13.65083345444873,6863125988.0,0.0 87+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.19959273932500582,0.10820102144256978,0.30105128414152005,1.0,2603.0,,8184.926540940069,143.69518699822947,8184.926540940069,13.65083345444873,6863125988.0,6863125988.0,0.0
88−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.05102564102564102,0.008333333333333333,0.11103311965811961,1.0,968.0,,8221.8351039337,81.11052104504779,8221.8351039337,13.581979554146528,6697516120.0,0.0 88+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.05102564102564102,0.008333333333333333,0.11103311965811961,1.0,968.0,,8221.8351039337,81.11052104504779,8221.8351039337,13.581979554146528,6697516120.0,6697516120.0,0.0
89−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.0661431623931624,0.015382211538461544,0.13314583333333332,1.0,431.0,,111.73445841995999,111.69662489555776,111.73445841995999,13.675124966539443,6877355576.0,1288.45 89+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.0661431623931624,0.015382211538461544,0.13314583333333332,1.0,431.0,,111.73445841995999,111.69662489555776,111.73445841995999,13.675124966539443,6877355576.0,6877355576.0,1288.45
90−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,9070.5,,785.8203329960816,785.5639375047758,785.8203329960816,15.055291471071541,7465718848.0,0.0 90+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,9070.5,,785.8203329960816,785.5639375047758,785.8203329960816,15.055291471071541,7465718848.0,7465718848.0,0.0
91−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.22771284244269147,0.1316498298861027,0.33295768298472694,1.0,2545.5,,770.1807499979623,150.92641697265208,770.1807499979623,13.779875007458031,6907231900.0,0.0 91+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.22771284244269147,0.1316498298861027,0.33295768298472694,1.0,2545.5,,770.1807499979623,150.92641697265208,770.1807499979623,13.779875007458031,6907231900.0,6907231900.0,0.0
92−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,578040564.0,578027520.0,966.9294175691903,141.73779159318656,966.9294175691903,38.254000479355454,8312747188.0,0.0 92+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,578040564.0,578027520.0,966.9294175691903,141.73779159318656,966.9294175691903,38.254000479355454,8312747188.0,8312747188.0,0.0
93−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,578040592.0,578027520.0,1006.8175835185684,191.32306252140552,1006.8175835185684,36.52475000126287,8312747188.0,0.0 93+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,578040592.0,578027520.0,1006.8175835185684,191.32306252140552,1006.8175835185684,36.52475000126287,8312747188.0,8312747188.0,0.0
94−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.25432579117832765,0.153750429395278,0.363530122247789,1.0,162597464.0,162570240.0,875.7963750394993,123.03260347107425,875.7963750394993,24.27243796410039,7439708640.0,0.0 94+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.25432579117832765,0.153750429395278,0.363530122247789,1.0,162597464.0,162570240.0,875.7963750394993,123.03260347107425,875.7963750394993,24.27243796410039,7439708640.0,7458149440.0,0.0
95−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,307104450.0,307077120.0,923.8226665765978,128.16997891059145,923.8226665765978,25.769770552869886,7759564508.0,0.0 95+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.2537783280350416,0.15373085330146563,0.36433162174894096,1.0,307104450.0,307077120.0,923.8226665765978,128.16997891059145,923.8226665765978,25.769770552869886,7759564508.0,7759564508.0,0.0
96−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.16082072722300209,0.08518288294532156,0.2510588201241594,1.0,144519982.5,144506880.0,827.808978559915,88.17443740554154,827.808978559915,21.28720801556483,7362794676.0,0.0 96+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.16082072722300209,0.08518288294532156,0.2510588201241594,1.0,144519982.5,144506880.0,827.808978559915,88.17443740554154,827.808978559915,21.28720801556483,7362794676.0,7458149440.0,0.0
97−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.07447303921568628,0.011764705882352943,0.159375,0.85,144519977.0,144506880.0,1270.7714784191921,697.6080205058679,1270.7714784191921,20.92524996260181,7362794676.0,0.0 97+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.07447303921568628,0.011764705882352943,0.159375,0.85,144519977.0,144506880.0,1270.7714784191921,697.6080205058679,1270.7714784191921,20.92524996260181,7362794676.0,7458149440.0,0.0
98−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.24277583985218615,0.151606606366538,0.34430225224520655,1.0,144520021.0,144506880.0,904.3003126280382,109.62083359481767,904.3003126280382,20.468145434278995,7362794676.0,0.0 98+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.24277583985218615,0.151606606366538,0.34430225224520655,1.0,144520021.0,144506880.0,904.3003126280382,109.62083359481767,904.3003126280382,20.468145434278995,7362794676.0,7458149440.0,0.0
99−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.1870317755238296,0.09726531188192125,0.28550238619193186,1.0,144520022.0,144506880.0,885.7176880119368,82.61193748330697,885.7176880119368,20.840229000896215,7362794676.0,0.0 99+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.1870317755238296,0.09726531188192125,0.28550238619193186,1.0,144520022.0,144506880.0,885.7176880119368,82.61193748330697,885.7176880119368,20.840229000896215,7362794676.0,7458149440.0,0.0
100−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.243191089563836,0.1529984118743194,0.34138962849027604,1.0,144519925.0,144506880.0,1196.1688324809074,467.6350621157326,1196.1688324809074,337.63170801103115,7496383140.0,0.0 100+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.243191089563836,0.1529984118743194,0.34138962849027604,1.0,144519925.0,144506880.0,1196.1688324809074,467.6350621157326,1196.1688324809074,337.63170801103115,7496383140.0,7496383140.0,0.0
101−public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.23538707665459943,0.1437460416846976,0.33762197165669905,1.0,76796546.0,76769280.0,894.2440829705447,95.0739789986983,894.2440829705447,19.250125042162836,7227740640.0,0.0 101+public_qasper,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.23538707665459943,0.1437460416846976,0.33762197165669905,1.0,76796546.0,76769280.0,894.2440829705447,95.0739789986983,894.2440829705447,19.250125042162836,7227740640.0,7458149440.0,0.0
102−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.04142585580594076,0.007637997532383382,0.09814090546216682,1.0,0.0,,46.06579209212214,46.056688064709306,46.06579209212214,13.382770994212478,6219424104.0,0.0 102+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,40,40,0.04142585580594076,0.007637997532383382,0.09814090546216682,1.0,0.0,,46.06579209212214,46.056688064709306,46.06579209212214,13.382770994212478,6219424104.0,6219424104.0,0.0
103−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,0.3524582923320977,0.23883181230104608,0.47279664560678997,1.0,24485.5,,745.9065829752944,745.8995829802006,745.9065829752944,14.21087549533695,7155474496.0,0.0 103+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,40,40,0.3524582923320977,0.23883181230104608,0.47279664560678997,1.0,24485.5,,745.9065829752944,745.8995829802006,745.9065829752944,14.21087549533695,7155474496.0,7155474496.0,0.0
104−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.0878869286287089,0.028754152823920263,0.16423767995570318,1.0,2601.5,,108.99041715310887,103.18029159680009,108.99041715310887,13.605854008346796,6564311128.0,0.0 104+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,40,40,0.0878869286287089,0.028754152823920263,0.16423767995570318,1.0,2601.5,,108.99041715310887,103.18029159680009,108.99041715310887,13.605854008346796,6564311128.0,6564311128.0,0.0
105−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.20037559549133369,0.11038688582962186,0.29392695953636033,1.0,2489.0,,121.99314642930403,120.10777142131701,121.99314642930403,13.487062067724764,6556938328.0,0.0 105+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,40,40,0.20037559549133369,0.11038688582962186,0.29392695953636033,1.0,2489.0,,121.99314642930403,120.10777142131701,121.99314642930403,13.487062067724764,6556938328.0,6556938328.0,0.0
106−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.17671057593077716,0.08363678728070176,0.28627020446336426,1.0,1921.5,,125.1891881111078,115.41158257750794,125.1891881111078,13.500208500772715,6557331544.0,0.0 106+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,40,40,0.17671057593077716,0.08363678728070176,0.28627020446336426,1.0,1921.5,,125.1891881111078,115.41158257750794,125.1891881111078,13.500208500772715,6557331544.0,6557331544.0,0.0
107−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.1712858923966609,0.08545177548376676,0.27294349495381276,1.0,1576.5,,5029.291937593371,83.08352145832032,5029.291937593371,13.349354558158666,6488081952.0,0.0 107+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,40,40,0.1712858923966609,0.08545177548376676,0.27294349495381276,1.0,1576.5,,5029.291937593371,83.08352145832032,5029.291937593371,13.349354558158666,6488081952.0,6488081952.0,0.0
108−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.09325396825396826,0.025,0.18214285714285713,1.0,864.5,,7716.917958576232,75.53093699971214,7716.917958576232,13.376458489801735,6465111492.0,0.0 108+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,40,40,0.09325396825396826,0.025,0.18214285714285713,1.0,864.5,,7716.917958576232,75.53093699971214,7716.917958576232,13.376458489801735,6465111492.0,6465111492.0,0.0
109−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.0916328761677599,0.024966209501093222,0.17325129198966407,1.0,402.0,,102.26277098990977,102.22927096765488,102.26277098990977,13.375187467318028,6580244568.0,1275.675 109+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,40,40,0.0916328761677599,0.024966209501093222,0.17325129198966407,1.0,402.0,,102.26277098990977,102.22927096765488,102.26277098990977,13.375187467318028,6580244568.0,6580244568.0,1275.675
110−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3524582923320977,0.23883181230104608,0.47279664560678997,1.0,9070.5,,764.1158540500328,763.9933960163034,764.1158540500328,14.18656250461936,7155474496.0,0.0 110+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,40,40,0.3524582923320977,0.23883181230104608,0.47279664560678997,1.0,9070.5,,764.1158540500328,763.9933960163034,764.1158540500328,14.18656250461936,7155474496.0,7155474496.0,0.0
111−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.1703928482427472,0.095372260168256,0.2543030919048409,1.0,2485.5,,584.9466664367355,130.6202500127256,584.9466664367355,13.61447898671031,6607204440.0,0.0 111+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,40,40,0.1703928482427472,0.095372260168256,0.2543030919048409,1.0,2485.5,,584.9466664367355,130.6202500127256,584.9466664367355,13.61447898671031,6607204440.0,6607204440.0,0.0
112−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,0.352023064477515,0.2383965844464634,0.4719260368517915,1.0,189331228.0,189315072.0,868.3839794830419,136.56529149739072,868.3839794830419,45.000125479418784,6814936304.0,0.0 112+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,40,40,0.352023064477515,0.2383965844464634,0.4719260368517915,1.0,189331228.0,189315072.0,868.3839794830419,136.56529149739072,868.3839794830419,45.000125479418784,6814936304.0,7155474496.0,0.0
113−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,0.352023064477515,0.2383965844464634,0.4719260368517915,1.0,189331256.0,189315072.0,887.9102920764126,149.75345897255465,887.9102920764126,42.2816455247812,6814936248.0,0.0 113+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,40,40,0.352023064477515,0.2383965844464634,0.4719260368517915,1.0,189331256.0,189315072.0,887.9102920764126,149.75345897255465,887.9102920764126,42.2816455247812,6814936248.0,7155474496.0,0.0
114−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.006331743508214097,0.0,0.015313487016428186,0.85,53279094.0,53244864.0,1377.5208949227817,727.0087914657779,1377.5208949227817,23.64412450697273,6560093950.5,0.0 114+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,40,40,0.006331743508214097,0.0,0.015313487016428186,0.85,53279094.0,53244864.0,1377.5208949227817,727.0087914657779,1377.5208949227817,23.64412450697273,6560093950.5,7155474496.0,0.0
115−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.37503821241201774,0.2544268509119095,0.503267557517078,1.0,100607913.0,100573632.0,852.9593333369121,107.36995853949338,852.9593333369121,24.1553335217759,6662213424.0,0.0 115+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,40,40,0.37503821241201774,0.2544268509119095,0.503267557517078,1.0,100607913.0,100573632.0,852.9593333369121,107.36995853949338,852.9593333369121,24.1553335217759,6662213424.0,7155474496.0,0.0
116−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.18833570671908945,0.09931079256446874,0.29042796386027525,1.0,47349560.0,47333376.0,816.352813562844,73.56977043673396,816.352813562844,22.071291517931968,6504754360.0,0.0 116+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,40,40,0.18833570671908945,0.09931079256446874,0.29042796386027525,1.0,47349560.0,47333376.0,816.352813562844,73.56977043673396,816.352813562844,22.071291517931968,6504754360.0,7155474496.0,0.0
117−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.06238475229321912,0.015609953325342348,0.13097708649410586,0.9,47349555.0,47333376.0,1191.2303749704733,497.9330000351183,1191.2303749704733,22.010812477674335,6504754360.0,0.0 117+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,40,40,0.06238475229321912,0.015609953325342348,0.13097708649410586,0.9,47349555.0,47333376.0,1191.2303749704733,497.9330000351183,1191.2303749704733,22.010812477674335,6504754360.0,7155474496.0,0.0
118−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.2865065059897759,0.18546910413002085,0.40048248270099884,1.0,47349600.0,47333376.0,856.4752705860883,91.3222705712542,856.4752705860883,21.61108300788328,6504328376.0,0.0 118+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,40,40,0.2865065059897759,0.18546910413002085,0.40048248270099884,1.0,47349600.0,47333376.0,856.4752705860883,91.3222705712542,856.4752705860883,21.61108300788328,6504328376.0,7155474496.0,0.0
119−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.20624202311879092,0.1117775040316477,0.3167712243764782,1.0,47349600.0,47333376.0,849.5922079309821,62.9603749839589,849.5922079309821,21.98331250110641,6504328376.0,0.0 119+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,40,40,0.20624202311879092,0.1117775040316477,0.3167712243764782,1.0,47349600.0,47333376.0,849.5922079309821,62.9603749839589,849.5922079309821,21.98331250110641,6504328376.0,7155474496.0,0.0
120−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.2652581506721279,0.16187616797075396,0.38009561979821493,1.0,47349474.0,47333376.0,1156.025978445541,388.32566648488864,1156.025978445541,306.9419994717464,6541476740.0,0.0 120+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,40,40,0.2652581506721279,0.16187616797075396,0.38009561979821493,1.0,47349474.0,47333376.0,1156.025978445541,388.32566648488864,1156.025978445541,306.9419994717464,6541476740.0,7155474496.0,0.0
121−public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.2844661026716981,0.18117210682811177,0.4016838943872298,1.0,25180151.5,25145856.0,865.985604992602,93.56572898104787,865.985604992602,19.180521019734442,6464650960.0,0.0 121+public_qasper,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,40,40,0.2844661026716981,0.18117210682811177,0.4016838943872298,1.0,25180151.5,25145856.0,865.985604992602,93.56572898104787,865.985604992602,19.180521019734442,6464650960.0,7155474496.0,0.0
122−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,200,40,0.0,0.0,0.0,1.0,0.0,,157.36941754585132,157.36408397788182,157.36515069147572,23.465062549803406,6555547060.0,0.0 122+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A0,A0,none,200,40,0.0,0.0,0.0,1.0,0.0,,157.36941754585132,157.36408397788182,157.36515069147572,23.465062549803406,6555547060.0,6555547060.0,0.0
123−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,200,40,0.99,0.975,1.0,1.0,29207.5,,2861.687187454663,2861.679062480107,2861.680687475018,27.46989601291716,7576794164.0,0.0 123+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A1,A1,none,200,40,0.99,0.975,1.0,1.0,29207.5,,2861.687187454663,2861.679062480107,2861.680687475018,27.46989601291716,7576794164.0,7576794164.0,0.0
124−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,200,40,0.205,0.17,0.24,1.0,2347.0,,405.87554196827114,402.4369170074351,402.91585446102545,26.229520968627185,6810402320.0,0.0 124+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,200,40,0.205,0.17,0.24,1.0,2347.0,,405.87554196827114,402.4369170074351,402.91585446102545,26.229520968627185,6810402320.0,6810402320.0,0.0
125−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,200,40,0.995,0.985,1.0,1.0,1604.5,,532.9524165135808,530.521520995535,532.9524165135808,24.227604502812028,6806912504.0,0.0 125+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,200,40,0.995,0.985,1.0,1.0,1604.5,,532.9524165135808,530.521520995535,532.9524165135808,24.227604502812028,6806912504.0,6806912504.0,0.0
126−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,200,40,0.405,0.4,0.415,1.0,1563.5,,444.42235393216833,436.8094165693037,438.5126998764463,24.473979545291513,6803176952.0,0.0 126+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,200,40,0.405,0.4,0.415,1.0,1563.5,,444.42235393216833,436.8094165693037,438.5126998764463,24.473979545291513,6803176952.0,6803176952.0,0.0
127−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|aware,A4,aware,120,40,0.8333333333333334,0.7666666666666667,0.9,1.0,1509.0,,18769.84793745214,520.637666573748,18769.84793745214,25.514833512715995,6817431036.0,0.0 127+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|aware,A4,aware,120,40,0.8333333333333334,0.7666666666666667,0.9,1.0,1509.0,,18769.84793745214,520.637666573748,18769.84793745214,25.514833512715995,6817431036.0,6817431036.0,0.0
128−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,200,40,0.44,0.385,0.495,1.0,1838.5,,18976.632187899668,444.4485829444602,4166.054411872756,25.369146023876965,6817431036.0,0.0 128+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,200,40,0.44,0.385,0.495,1.0,1838.5,,18976.632187899668,444.4485829444602,4166.054411872756,25.369146023876965,6817431036.0,6817431036.0,0.0
129−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|aware,A5,aware,120,40,0.95,0.9083333333333333,0.9833333333333333,1.0,233.5,,8669.620249595027,422.92658297810704,8669.620249595027,26.59820852568373,6607812288.0,0.0 129+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|aware,A5,aware,120,40,0.95,0.9083333333333333,0.9833333333333333,1.0,233.5,,8669.620249595027,422.92658297810704,8669.620249595027,26.59820852568373,6607812288.0,6607812288.0,0.0
130−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,200,40,0.125,0.09,0.155,1.0,842.0,,18998.95481200656,344.1750835045241,4091.6990083642304,23.827395518310368,6734748760.0,0.0 130+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,200,40,0.125,0.09,0.155,1.0,842.0,,18998.95481200656,344.1750835045241,4091.6990083642304,23.827395518310368,6734748760.0,6734748760.0,0.0
131−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,200,40,0.175,0.135,0.215,1.0,707.0,,492.9024174925871,492.8722715121694,492.87830070825294,25.794854445848614,6933195852.0,1367.27 131+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,200,40,0.175,0.135,0.215,1.0,707.0,,492.9024174925871,492.8722715121694,492.87830070825294,25.794854445848614,6933195852.0,6933195852.0,1367.27
132−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,200,40,0.99,0.975,1.0,1.0,2726.0,,2857.3816449497826,2857.2952494141646,2857.312528521288,27.074062498286366,7576794164.0,0.0 132+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A7|codec=zstd,A7,none,200,40,0.99,0.975,1.0,1.0,2726.0,,2857.3816449497826,2857.2952494141646,2857.312528521288,27.074062498286366,7576794164.0,7576794164.0,0.0
133−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,200,40,0.0,0.0,0.0,0.0,,,0.0,0.0,0.0,,,0.0 133+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,200,40,0.0,0.0,0.0,0.0,,,0.0,0.0,0.0,,,,0.0
134−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,200,40,0.99,0.975,1.0,1.0,651268854.0,651255808.0,3253.5364581272006,393.2519589434378,973.5832870006561,136.40537502942607,8593077474.0,0.0 134+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B0,B0,blind,200,40,0.99,0.975,1.0,1.0,651268854.0,651255808.0,3253.5364581272006,393.2519589434378,973.5832870006561,136.40537502942607,8593077474.0,8593077474.0,0.0
135−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,200,40,0.99,0.975,1.0,1.0,651268882.0,651255808.0,3351.503874640912,505.0313540850766,1057.6043623499572,144.29387502605096,8593069282.0,0.0 135+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B1,B1,blind,200,40,0.99,0.975,1.0,1.0,651268882.0,651255808.0,3351.503874640912,505.0313540850766,1057.6043623499572,144.29387502605096,8593069282.0,8593069282.0,0.0
136−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,200,40,0.975,0.945,0.995,1.0,183192937.0,183165696.0,3111.2300624372438,335.1737505290657,882.7701129950583,106.28564545186237,7628087269.0,0.0 136+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=4,B2,blind,200,40,0.975,0.945,0.995,1.0,183192937.0,183165696.0,3111.2300624372438,335.1737505290657,882.7701129950583,106.28564545186237,7628087269.0,7628087269.0,0.0
137−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,200,40,0.99,0.975,1.0,1.0,346006984.0,345979648.0,3146.7745005502366,358.00489655230194,916.1296371254139,108.4380624233745,7988651786.0,0.0 137+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B2|bits=8,B2,blind,200,40,0.99,0.975,1.0,1.0,346006984.0,345979648.0,3146.7745005502366,358.00489655230194,916.1296371254139,108.4380624233745,7988651786.0,7988651786.0,0.0
138−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,200,40,0.185,0.16,0.21,1.0,162812727.0,162799616.0,3009.2775429366156,277.9904584749602,822.304554330185,89.87866656389087,7514240212.0,0.0 138+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,200,40,0.185,0.16,0.21,1.0,162812727.0,162799616.0,3009.2775429366156,277.9904584749602,822.304554330185,89.87866656389087,7514240212.0,7564825652.0,0.0
139−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,200,40,0.0,0.0,0.0,0.96,162812721.5,162799616.0,4281.923291040584,1580.5572919198312,2123.8540127058513,89.75787495728582,7514240212.0,0.0 139+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,200,40,0.0,0.0,0.0,0.96,162812721.5,162799616.0,4281.923291040584,1580.5572919198312,2123.8540127058513,89.75787495728582,7514240212.0,7564825652.0,0.0
140−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,200,40,0.985,0.965,1.0,1.0,162812766.0,162799616.0,3259.5277500804514,291.60412499913946,3259.5277500804514,91.043604479637,7514240212.0,0.0 140+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,200,40,0.985,0.965,1.0,1.0,162812766.0,162799616.0,3259.5277500804514,291.60412499913946,3259.5277500804514,91.043604479637,7514240212.0,7564825652.0,0.0
141−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,200,40,0.19,0.12,0.265,1.0,162812765.5,162799616.0,3129.6013329993,183.34420851897448,757.7406506170519,92.93381206225604,7514240212.0,0.0 141+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,200,40,0.19,0.12,0.265,1.0,162812765.5,162799616.0,3129.6013329993,183.34420851897448,757.7406506170519,92.93381206225604,7514240212.0,7564825652.0,0.0
142−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,200,40,0.975,0.95,0.995,1.0,162812673.0,162799616.0,3922.836207493674,962.149562605191,3922.836207493674,749.9465415021405,7672888236.0,0.0 142+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,200,40,0.975,0.95,0.995,1.0,162812673.0,162799616.0,3922.836207493674,962.149562605191,3922.836207493674,749.9465415021405,7672888236.0,7672888236.0,0.0
143−synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,200,40,0.985,0.965,1.0,1.0,86514564.5,86487296.0,3211.8879585177638,287.61656302958727,3211.8879585177638,84.8972704843618,7378286352.0,0.0 143+synthetic,Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,200,40,0.985,0.965,1.0,1.0,86514564.5,86487296.0,3211.8879585177638,287.61656302958727,3211.8879585177638,84.8972704843618,7378286352.0,7564825652.0,0.0
144−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,200,40,0.0,0.0,0.0,1.0,0.0,,50.41495896875858,50.405958958435804,50.40775896050036,13.265561952721328,6243951240.0,0.0 144+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,200,40,0.0,0.0,0.0,1.0,0.0,,50.41495896875858,50.405958958435804,50.40775896050036,13.265561952721328,6243951240.0,6243951240.0,0.0
145−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,200,40,0.99,0.975,1.0,1.0,29207.5,,950.7843535975553,950.7768115727231,950.7783199776895,14.600520953536034,7155474496.0,0.0 145+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,200,40,0.99,0.975,1.0,1.0,29207.5,,950.7843535975553,950.7768115727231,950.7783199776895,14.600520953536034,7155474496.0,7155474496.0,0.0
146−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,200,40,0.195,0.16,0.23,1.0,2237.5,,111.21093755355105,106.68506246292964,107.22286257660016,13.600957987364382,6567653464.0,0.0 146+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2|budget_tokens=512,A2,none,200,40,0.195,0.16,0.23,1.0,2237.5,,111.21093755355105,106.68506246292964,107.22286257660016,13.600957987364382,6567653464.0,6567653464.0,0.0
147−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,200,40,0.97,0.945,0.99,1.0,1359.0,,208.21972895646468,205.5006460286677,208.21972895646468,13.554833538364619,6562443352.0,0.0 147+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|aware,A3,aware,200,40,0.97,0.945,0.99,1.0,1359.0,,208.21972895646468,205.5006460286677,208.21972895646468,13.554833538364619,6562443352.0,6562443352.0,0.0
148−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,200,40,0.375,0.355,0.395,1.0,1243.0,,157.0329790120013,152.3254174971953,153.43078373698518,13.57818697579205,6562246744.0,0.0 148+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3|budget_tokens=512|blind,A3,blind,200,40,0.375,0.355,0.395,1.0,1243.0,,157.0329790120013,152.3254174971953,153.43078373698518,13.57818697579205,6562246744.0,6562246744.0,0.0
149−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|aware,A4,aware,120,40,0.9416666666666667,0.8916666666666667,0.9833333333333333,1.0,379.5,,3055.9733340051025,189.2200205475092,3055.9733340051025,13.356083014514297,6351775108.0,0.0 149+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|aware,A4,aware,120,40,0.9416666666666667,0.8916666666666667,0.9833333333333333,1.0,379.5,,3055.9733340051025,189.2200205475092,3055.9733340051025,13.356083014514297,6351775108.0,6351775108.0,0.0
150−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,200,40,0.375,0.29,0.46,1.0,1424.5,,7449.7145840432495,127.20972893293947,1638.8054550508969,13.581104576587677,6567653464.0,0.0 150+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4|budget_tokens=512|blind,A4,blind,200,40,0.375,0.29,0.46,1.0,1424.5,,7449.7145840432495,127.20972893293947,1638.8054550508969,13.581104576587677,6567653464.0,6567653464.0,0.0
151−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|aware,A5,aware,120,40,1.0,1.0,1.0,1.0,118.0,,2137.8979585133493,178.15022950526327,2137.8979585133493,13.383313023950905,6300656332.0,0.0 151+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|aware,A5,aware,120,40,1.0,1.0,1.0,1.0,118.0,,2137.8979585133493,178.15022950526327,2137.8979585133493,13.383313023950905,6300656332.0,6300656332.0,0.0
152−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,200,40,0.15,0.12,0.175,1.0,827.0,,8156.952459132299,82.95993698993698,1699.9364422634244,13.478271022904664,6524249846.0,0.0 152+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5|budget_tokens=512|blind,A5,blind,200,40,0.15,0.12,0.175,1.0,827.0,,8156.952459132299,82.95993698993698,1699.9364422634244,13.478271022904664,6524249846.0,6524249846.0,0.0
153−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,200,40,0.18,0.145,0.215,1.0,627.0,,169.26231351681054,169.23870902974159,169.24342992715538,13.843645516317338,6813358062.0,1490.29 153+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6|budget_tokens=512|max_fetch_bytes=2000|max_lookups=6|blind,A6,blind,200,40,0.18,0.145,0.215,1.0,627.0,,169.26231351681054,169.23870902974159,169.24342992715538,13.843645516317338,6813358062.0,6813358062.0,1490.29
154−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,200,40,0.99,0.975,1.0,1.0,2726.0,,1031.9313738727942,1031.8554784171283,1031.8706575082615,14.829437481239438,7155474496.0,0.0 154+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7|codec=zstd,A7,none,200,40,0.99,0.975,1.0,1.0,2726.0,,1031.9313738727942,1031.8554784171283,1031.8706575082615,14.829437481239438,7155474496.0,7155474496.0,0.0
155−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,200,40,0.135,0.09,0.185,1.0,2566.5,,1293.5829174821265,162.30137506499887,364.1857292270288,13.750895974226296,6603747416.0,0.0 155+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8|budget_tokens=512|blind,A8,blind,200,40,0.135,0.09,0.185,1.0,2566.5,,1293.5829174821265,162.30137506499887,364.1857292270288,13.750895974226296,6603747416.0,6603747416.0,0.0
156−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,200,40,0.99,0.975,1.0,1.0,215559973.0,215543808.0,1760.9770625131205,187.03570862999186,489.1586328856647,47.34012502012774,6902325564.0,0.0 156+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,200,40,0.99,0.975,1.0,1.0,215559973.0,215543808.0,1760.9770625131205,187.03570862999186,489.1586328856647,47.34012502012774,6902325564.0,7155474496.0,0.0
157−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,200,40,0.99,0.975,1.0,1.0,215560001.0,215543808.0,1249.4945833459496,211.0927085741423,428.1928248470649,47.08545847097412,6902210788.0,0.0 157+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,200,40,0.99,0.975,1.0,1.0,215560001.0,215543808.0,1249.4945833459496,211.0927085741423,428.1928248470649,47.08545847097412,6902210788.0,7155474496.0,0.0
158−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,200,40,0.0,0.0,0.0,0.925,60655936.0,60621696.0,1706.1032095225528,737.6006674603559,957.3284577345476,28.023312508594245,6617885472.0,0.0 158+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=4,B2,blind,200,40,0.0,0.0,0.0,0.925,60655936.0,60621696.0,1706.1032095225528,737.6006674603559,957.3284577345476,28.023312508594245,6617885472.0,7155474496.0,0.0
159−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,200,40,0.99,0.975,1.0,1.0,114541977.0,114507648.0,1375.615374010522,174.04247901868075,427.2855912684463,31.199354503769428,6737391200.0,0.0 159+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2|bits=8,B2,blind,200,40,0.99,0.975,1.0,1.0,114541977.0,114507648.0,1375.615374010522,174.04247901868075,427.2855912684463,31.199354503769428,6737391200.0,7155474496.0,0.0
160−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,200,40,0.2,0.175,0.23,1.0,53892924.5,53876736.0,1106.2013980117626,122.37893755082041,344.84630380757153,24.08345852745697,6547349820.0,0.0 160+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3|keep_frac=0.25,B3,blind,200,40,0.2,0.175,0.23,1.0,53892924.5,53876736.0,1106.2013980117626,122.37893755082041,344.84630380757153,24.08345852745697,6547349820.0,7155474496.0,0.0
161−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,200,40,0.0,0.0,0.0,0.93,53892919.5,53876736.0,1658.0170001252554,676.7245414666831,892.330970952753,24.060583498794585,6547349820.0,0.0 161+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4|keep_frac=0.25,B4,blind,200,40,0.0,0.0,0.0,0.93,53892919.5,53876736.0,1658.0170001252554,676.7245414666831,892.330970952753,24.060583498794585,6547349820.0,7155474496.0,0.0
162−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,200,40,0.78,0.725,0.83,1.0,53892964.5,53876736.0,1236.3030216074549,136.36277109617367,1236.3030216074549,23.683937499299645,6546481380.0,0.0 162+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|aware,B5,aware,200,40,0.78,0.725,0.83,1.0,53892964.5,53876736.0,1236.3030216074549,136.36277109617367,1236.3030216074549,23.683937499299645,6546481380.0,7155474496.0,0.0
163−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,200,40,0.12,0.075,0.17,1.0,53892964.5,53876736.0,1218.1062293238938,101.19929199572653,340.085291385185,23.96877051796764,6546481380.0,0.0 163+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5|keep_frac=0.25|blind,B5,blind,200,40,0.12,0.075,0.17,1.0,53892964.5,53876736.0,1218.1062293238938,101.19929199572653,340.085291385185,23.96877051796764,6546481380.0,7155474496.0,0.0
164−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,200,40,0.66,0.61,0.705,1.0,53892854.5,53876736.0,1639.2308954964392,539.650562859606,1639.2308954964392,414.88808300346136,6584983866.0,0.0 164+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6|keep_frac=0.25|aware,B6,aware,200,40,0.66,0.61,0.705,1.0,53892854.5,53876736.0,1639.2308954964392,539.650562859606,1639.2308954964392,414.88808300346136,6584983866.0,7155474496.0,0.0
165−synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,200,40,0.785,0.73,0.835,1.0,28656329.0,28622016.0,1268.601355026476,140.13310411246493,1268.601355026476,21.49270853260532,6506618028.0,0.0 165+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9|bits=8|keep_frac=0.25|policy=attention|aware,B9,aware,200,40,0.785,0.73,0.835,1.0,28656329.0,28622016.0,1268.601355026476,140.13310411246493,1268.601355026476,21.49270853260532,6506618028.0,7155474496.0,0.0
modified results/tables/E4_core_h4_primary_tests.csv +1 −1
@@ -1,2 +1,2 @@
1 a,b,diff,lo,hi,p,n,n_clusters,mean_a,mean_b,rel_change,name,hypothesis,p_holm 1 a,b,diff,lo,hi,p,n,n_clusters,mean_a,mean_b,rel_change,name,hypothesis,p_holm
2−A5|closed|qwen3b,A4|closed|qwen3b,-0.1037037037037037,-0.1962962962962963,-0.014814814814814815,0.029,270,18,0.27037037037037037,0.37407407407407406,-0.27722772277227725,T5 A5 chain vs A4 chain at 4 handoffs (closed),H5,0.029 2+A5|closed|qwen3b,A4|closed|qwen3b,-0.12,-0.20666666666666667,-0.02991666666666712,0.013,300,20,0.26666666666666666,0.38666666666666666,-0.3103448275862069,T5 A5 chain vs A4 chain at 4 handoffs (closed),H5,0.013
modified results/tables/E4_core_handoffs.csv +24 −24
@@ -1,25 +1,25 @@
1 chain,handoffs,accuracy,acc_lo,acc_hi,retention,ret_lo,ret_hi,unsupported_mean,fetched_bytes_mean,msg_bytes_mean,n,n_docs 1 chain,handoffs,accuracy,acc_lo,acc_hi,retention,ret_lo,ret_hi,unsupported_mean,fetched_bytes_mean,msg_bytes_mean,n,n_docs
2−A4|closed|qwen3b-llama3b,1,0.3764705882352941,0.2920588235294118,0.4627450980392157,0.2997403349599513,0.21457867065318473,0.3869957002281858,0.0,0.0,1348.7058823529412,255,17 2+A4|closed|qwen3b-llama3b,1,0.39666666666666667,0.31333333333333335,0.4784166666666666,0.3213477162843902,0.24051447018751054,0.3990021508568352,0.0,0.0,1335.1,300,20
3−A4|closed|qwen3b-llama3b,2,0.3803921568627451,0.3058823529411765,0.4588235294117647,0.2997403349599513,0.21457867065318473,0.3869957002281858,0.0,0.0,1295.9411764705883,255,17 3+A4|closed|qwen3b-llama3b,2,0.4033333333333333,0.33,0.4784166666666666,0.31896676390343776,0.2388578879687949,0.396724937377807,0.0,0.0,1292.7,300,20
4−A4|closed|qwen3b-llama3b,4,0.37254901960784315,0.29990196078431375,0.44911764705882345,0.2939994929697927,0.20919293364752228,0.3796107713871142,0.0,0.0,1196.8823529411766,255,17 4+A4|closed|qwen3b-llama3b,4,0.39666666666666667,0.31983333333333336,0.4766666666666667,0.31332947245422715,0.2338895058259791,0.39140045635421616,0.0,0.0,1204.35,300,20
5−A4|closed|qwen3b-llama3b,8,0.3607843137254902,0.27450980392156865,0.4569607843137254,0.28477327682351017,0.20162554174350086,0.3731548822718816,0.0,0.0,1087.4117647058824,255,17 5+A4|closed|qwen3b-llama3b,8,0.38666666666666666,0.29333333333333333,0.4766666666666667,0.305487188729887,0.22485206259538051,0.38613828395117317,0.0,0.0,1111.65,300,20
6−A4|closed|qwen3b,1,0.3851851851851852,0.3037037037037037,0.46296296296296297,0.31556672660747537,0.23471613693176427,0.3999038582684665,0.0,0.0,1339.2777777777778,270,18 6+A4|closed|qwen3b,1,0.39666666666666667,0.31333333333333335,0.4784166666666666,0.3213477162843902,0.24051447018751054,0.3990021508568352,0.0,0.0,1335.1,300,20
7−A4|closed|qwen3b,2,0.37407407407407406,0.29259259259259257,0.45555555555555555,0.31198249721679433,0.23020870973034613,0.397220313896269,0.0,0.0,1189.5555555555557,270,18 7+A4|closed|qwen3b,2,0.38666666666666666,0.29825,0.4717499999999999,0.31812190983277727,0.23827969389124584,0.3963697907674928,0.0,0.0,1200.35,300,20
8−A4|closed|qwen3b,4,0.37407407407407406,0.29259259259259257,0.45555555555555555,0.3085102749945721,0.22808095562665784,0.3920547786340022,0.0,0.0,1162.111111111111,270,18 8+A4|closed|qwen3b,4,0.38666666666666666,0.29825,0.4717499999999999,0.3149969098327773,0.23706777575550922,0.3915214606368333,0.0,0.0,1175.65,300,20
9−A4|closed|qwen3b,8,0.3814814814814815,0.29259259259259257,0.4666666666666667,0.3085102749945721,0.22808095562665784,0.3920547786340022,0.0,0.0,1161.0555555555557,270,18 9+A4|closed|qwen3b,8,0.3933333333333333,0.30333333333333334,0.48,0.3149969098327773,0.23706777575550922,0.3915214606368333,0.0,0.0,1174.7,300,20
10−A4|repairable|qwen3b,1,0.3764705882352941,0.2920588235294118,0.4627450980392157,0.2997403349599513,0.21457867065318473,0.3869957002281858,0.0,0.0,1348.7058823529412,255,17 10+A4|repairable|qwen3b,1,0.39666666666666667,0.31333333333333335,0.4784166666666666,0.3213477162843902,0.24051447018751054,0.3990021508568352,0.0,0.0,1335.1,300,20
11−A4|repairable|qwen3b,2,0.4117647058823529,0.3333333333333333,0.49019607843137253,0.34433809830771467,0.2635025835750893,0.4163276358495137,0.0,830.1764705882352,1289.8235294117646,255,17 11+A4|repairable|qwen3b,2,0.42333333333333334,0.35,0.5001666666666665,0.3577173535915275,0.28124865199064863,0.4237092895154752,0.05,844.1,1283.2,300,20
12−A4|repairable|qwen3b,4,0.4235294117647059,0.3333333333333333,0.49411764705882355,0.3715110887159992,0.29655520277764474,0.43621401726286024,0.0,2490.529411764706,1212.6470588235295,255,17 12+A4|repairable|qwen3b,4,0.43333333333333335,0.36333333333333334,0.5066666666666667,0.3808143954385693,0.312176448615584,0.4407750070228039,0.05,2532.3,1214.45,300,20
13−A4|repairable|qwen3b,8,0.42745098039215684,0.33725490196078434,0.5019607843137255,0.3715110887159992,0.29655520277764474,0.43621401726286024,0.0,5811.235294117647,1211.5294117647059,255,17 13+A4|repairable|qwen3b,8,0.43666666666666665,0.36491666666666667,0.5084166666666666,0.3808143954385693,0.312176448615584,0.4407750070228039,0.05,5908.7,1213.5,300,20
14−A5|closed|qwen3b-llama3b,1,0.2823529411764706,0.24313725490196078,0.3176470588235294,0.17483857864652055,0.1494914321297303,0.19947843566193868,0.0,0.0,744.7058823529412,255,17 14+A5|closed|qwen3b-llama3b,1,0.2733333333333333,0.24666666666666667,0.30333333333333334,0.17491648815323876,0.15103519762359272,0.19681276169193201,0.0,0.0,751.85,300,20
15−A5|closed|qwen3b-llama3b,2,0.30196078431372547,0.2724509803921569,0.3333333333333333,0.20163529494851135,0.18206329172922364,0.22029894567998026,0.0,0.0,960.7647058823529,255,17 15+A5|closed|qwen3b-llama3b,2,0.29333333333333333,0.26666666666666666,0.3250833333333332,0.20158980090603484,0.18215503297616462,0.22065797308626922,0.0,0.0,952.65,300,20
16−A5|closed|qwen3b-llama3b,4,0.2980392156862745,0.26666666666666666,0.3333333333333333,0.20163529494851135,0.18206329172922364,0.22029894567998026,0.0,0.0,983.5294117647059,255,17 16+A5|closed|qwen3b-llama3b,4,0.29,0.26,0.3233333333333333,0.20158980090603484,0.18215503297616462,0.22065797308626922,0.0,0.0,977.35,300,20
17−A5|closed|qwen3b-llama3b,8,0.2980392156862745,0.2685294117647059,0.3333333333333333,0.20163529494851135,0.18206329172922364,0.22029894567998026,0.0,0.0,983.5294117647059,255,17 17+A5|closed|qwen3b-llama3b,8,0.29,0.2633333333333333,0.3217499999999999,0.20158980090603484,0.18215503297616462,0.22065797308626922,0.0,0.0,977.35,300,20
18−A5|closed|qwen3b,1,0.2777777777777778,0.24444444444444444,0.3167592592592592,0.18136464051658566,0.15648040685178966,0.21033222834242798,0.0,0.0,749.7777777777778,270,18 18+A5|closed|qwen3b,1,0.2733333333333333,0.24666666666666667,0.30333333333333334,0.17491648815323876,0.15103519762359272,0.19681276169193201,0.0,0.0,751.85,300,20
19−A5|closed|qwen3b,2,0.26296296296296295,0.23333333333333334,0.29824074074074064,0.1798353106270407,0.1509785338633097,0.21144416514719916,0.0,0.0,706.4444444444445,270,18 19+A5|closed|qwen3b,2,0.26,0.23333333333333334,0.29,0.17426159197414903,0.148142183355459,0.1991388221983684,0.0,0.0,709.1,300,20
20−A5|closed|qwen3b,4,0.27037037037037037,0.24074074074074073,0.3074074074074074,0.1798353106270407,0.1509785338633097,0.21144416514719916,0.0,0.0,706.4444444444445,270,18 20+A5|closed|qwen3b,4,0.26666666666666666,0.24333333333333335,0.3,0.17426159197414903,0.148142183355459,0.1991388221983684,0.0,0.0,709.1,300,20
21−A5|closed|qwen3b,8,0.27450980392156865,0.23921568627450981,0.31186274509803913,0.17321928817523768,0.1417754973886688,0.20031953957329943,0.0,0.0,698.8235294117648,255,17 21+A5|closed|qwen3b,8,0.26666666666666666,0.24333333333333335,0.3,0.17426159197414903,0.148142183355459,0.1991388221983684,0.0,0.0,709.1,300,20
22−A5|repairable|qwen3b,1,0.2823529411764706,0.24313725490196078,0.3176470588235294,0.17483857864652055,0.1494914321297303,0.19947843566193868,0.0,0.0,744.7058823529412,255,17 22+A5|repairable|qwen3b,1,0.2733333333333333,0.24666666666666667,0.30333333333333334,0.17491648815323876,0.15103519762359272,0.19681276169193201,0.0,0.0,751.85,300,20
23−A5|repairable|qwen3b,2,0.26666666666666666,0.22931372549019613,0.3058823529411765,0.1876961353547222,0.15947604023307319,0.21310193990334425,0.0,898.2941176470588,690.7058823529412,255,17 23+A5|repairable|qwen3b,2,0.26,0.23,0.29333333333333333,0.18974151525131408,0.1614175785475652,0.21394241158486169,0.0,847.6,710.5,300,20
24−A5|repairable|qwen3b,4,0.27058823529411763,0.23137254901960785,0.30980392156862746,0.19416234466723137,0.17161243865971046,0.21600566106635635,0.0,2475.235294117647,729.7647058823529,255,17 24+A5|repairable|qwen3b,4,0.2633333333333333,0.23666666666666666,0.2966666666666667,0.19523779316694684,0.17310645675620093,0.2162458360488423,0.0,2356.1,743.7,300,20
25−A5|repairable|qwen3b,8,0.27058823529411763,0.23137254901960785,0.30980392156862746,0.19416234466723137,0.17161243865971046,0.21600566106635635,0.0,5629.117647058823,729.7647058823529,255,17 25+A5|repairable|qwen3b,8,0.2633333333333333,0.23666666666666666,0.2966666666666667,0.19523779316694684,0.17310645675620093,0.2162458360488423,0.0,5373.1,743.7,300,20
modified results/tables/E5_core_fanin.csv +50 −50
@@ -1,51 +1,51 @@
1 condition,qtype,quality,lo,hi,n,payload_bytes_median,fetched_bytes_mean 1 condition,qtype,quality,lo,hi,n,payload_bytes_median,fetched_bytes_mean
2−cache_concat_negative_control|k=2,aggregation,0.0,0.0,0.0,13,87035904.0,0.0 2+cache_concat_negative_control|k=2,aggregation,0.0,0.0,0.0,20,159418368.0,0.0
3−cache_concat_negative_control|k=2,multi_hop,0.7307692307692307,0.5769230769230769,0.8846153846153846,26,87035904.0,0.0 3+cache_concat_negative_control|k=2,multi_hop,0.7,0.575,0.825,40,159418368.0,0.0
4−cache_concat_negative_control|k=2,revision,0.5,0.3076923076923077,0.6538461538461539,26,87035904.0,0.0 4+cache_concat_negative_control|k=2,revision,0.5,0.35,0.65,40,159418368.0,0.0
5−cache_concat_negative_control|k=2,temporal,0.6153846153846154,0.34423076923077006,0.8461538461538461,13,87035904.0,0.0 5+cache_concat_negative_control|k=2,temporal,0.55,0.35,0.75,20,159418368.0,0.0
6−cache_concat_negative_control|k=2,unanswerable,1.0,1.0,1.0,26,87035904.0,0.0 6+cache_concat_negative_control|k=2,unanswerable,1.0,1.0,1.0,40,159418368.0,0.0
7−cache_concat_negative_control|k=4,aggregation,0.0,0.0,0.0,12,164081664.0,0.0 7+cache_concat_negative_control|k=4,aggregation,0.0,0.0,0.0,20,166496256.0,0.0
8−cache_concat_negative_control|k=4,multi_hop,0.5833333333333334,0.3947916666666671,0.75,24,164081664.0,0.0 8+cache_concat_negative_control|k=4,multi_hop,0.525,0.4,0.675,40,166496256.0,0.0
9−cache_concat_negative_control|k=4,revision,0.25,0.125,0.375,24,164081664.0,0.0 9+cache_concat_negative_control|k=4,revision,0.25,0.125,0.4,40,166496256.0,0.0
10−cache_concat_negative_control|k=4,temporal,0.4166666666666667,0.16666666666666666,0.6666666666666666,12,164081664.0,0.0 10+cache_concat_negative_control|k=4,temporal,0.4,0.2,0.6,20,166496256.0,0.0
11−cache_concat_negative_control|k=4,unanswerable,0.9583333333333334,0.875,1.0,24,164081664.0,0.0 11+cache_concat_negative_control|k=4,unanswerable,0.975,0.9118750000000003,1.0,40,166496256.0,0.0
12−concat_A4|k=2,aggregation,0.0,0.0,0.0,13,2568.0,0.0 12+concat_A4|k=2,aggregation,0.0,0.0,0.0,20,2585.0,0.0
13−concat_A4|k=2,multi_hop,0.9230769230769231,0.8076923076923077,1.0,26,2568.0,0.0 13+concat_A4|k=2,multi_hop,0.925,0.85,0.9881249999999995,40,2585.0,0.0
14−concat_A4|k=2,revision,0.5769230769230769,0.38461538461538464,0.7692307692307693,26,2568.0,0.0 14+concat_A4|k=2,revision,0.7,0.55,0.85,40,2585.0,0.0
15−concat_A4|k=2,temporal,0.6923076923076923,0.46153846153846156,0.9230769230769231,13,2568.0,0.0 15+concat_A4|k=2,temporal,0.6,0.35,0.8,20,2585.0,0.0
16−concat_A4|k=2,unanswerable,1.0,1.0,1.0,26,2568.0,0.0 16+concat_A4|k=2,unanswerable,1.0,1.0,1.0,40,2585.0,0.0
17−concat_A4|k=4,aggregation,0.0,0.0,0.0,12,6079.0,0.0 17+concat_A4|k=4,aggregation,0.0,0.0,0.0,20,6019.5,0.0
18−concat_A4|k=4,multi_hop,0.9583333333333334,0.875,1.0,24,6079.0,0.0 18+concat_A4|k=4,multi_hop,0.925,0.85,1.0,40,6019.5,0.0
19−concat_A4|k=4,revision,0.7083333333333334,0.5416666666666666,0.875,24,6079.0,0.0 19+concat_A4|k=4,revision,0.65,0.5,0.8,40,6019.5,0.0
20−concat_A4|k=4,temporal,0.75,0.5,1.0,12,6079.0,0.0 20+concat_A4|k=4,temporal,0.65,0.45,0.85,20,6019.5,0.0
21−concat_A4|k=4,unanswerable,1.0,1.0,1.0,24,6079.0,0.0 21+concat_A4|k=4,unanswerable,1.0,1.0,1.0,40,6019.5,0.0
22−full_context|k=2,aggregation,0.0,0.0,0.0,13,8557.0,0.0 22+full_context|k=2,aggregation,0.0,0.0,0.0,20,19305.5,0.0
23−full_context|k=2,multi_hop,0.9615384615384616,0.8846153846153846,1.0,26,8557.0,0.0 23+full_context|k=2,multi_hop,0.975,0.925,1.0,40,19305.5,0.0
24−full_context|k=2,revision,0.6153846153846154,0.46153846153846156,0.7692307692307693,26,8557.0,0.0 24+full_context|k=2,revision,0.6,0.5,0.7131249999999993,40,19305.5,0.0
25−full_context|k=2,temporal,0.6923076923076923,0.46153846153846156,0.9230769230769231,13,8557.0,0.0 25+full_context|k=2,temporal,0.7,0.5,0.9,20,19305.5,0.0
26−full_context|k=2,unanswerable,1.0,1.0,1.0,26,8557.0,0.0 26+full_context|k=2,unanswerable,1.0,1.0,1.0,40,19305.5,0.0
27−full_context|k=4,aggregation,0.0,0.0,0.0,13,9061.0,0.0 27+full_context|k=4,aggregation,0.0,0.0,0.0,20,19809.5,0.0
28−full_context|k=4,multi_hop,0.9615384615384616,0.8846153846153846,1.0,26,9061.0,0.0 28+full_context|k=4,multi_hop,0.95,0.875,1.0,40,19809.5,0.0
29−full_context|k=4,revision,0.6538461538461539,0.5,0.8076923076923077,26,9061.0,0.0 29+full_context|k=4,revision,0.625,0.5,0.75,40,19809.5,0.0
30−full_context|k=4,temporal,0.5384615384615384,0.3076923076923077,0.7692307692307693,13,9061.0,0.0 30+full_context|k=4,temporal,0.5,0.3,0.75,20,19809.5,0.0
31−full_context|k=4,unanswerable,1.0,1.0,1.0,26,9061.0,0.0 31+full_context|k=4,unanswerable,1.0,1.0,1.0,40,19809.5,0.0
32−merge_A5|k=2,aggregation,0.0,0.0,0.0,13,1540.0,0.0 32+merge_A5|k=2,aggregation,0.0,0.0,0.0,20,1518.0,0.0
33−merge_A5|k=2,multi_hop,0.23076923076923078,0.11538461538461539,0.366346153846153,26,1540.0,0.0 33+merge_A5|k=2,multi_hop,0.225,0.125,0.35,40,1518.0,0.0
34−merge_A5|k=2,revision,0.19230769230769232,0.07692307692307693,0.34615384615384615,26,1540.0,0.0 34+merge_A5|k=2,revision,0.15,0.05,0.25,40,1518.0,0.0
35−merge_A5|k=2,temporal,0.46153846153846156,0.23076923076923078,0.732692307692306,13,1540.0,0.0 35+merge_A5|k=2,temporal,0.55,0.35,0.8,20,1518.0,0.0
36−merge_A5|k=2,unanswerable,1.0,1.0,1.0,26,1540.0,0.0 36+merge_A5|k=2,unanswerable,1.0,1.0,1.0,40,1518.0,0.0
37−merge_A5|k=4,aggregation,0.0,0.0,0.0,12,2827.0,0.0 37+merge_A5|k=4,aggregation,0.0,0.0,0.0,20,2933.5,0.0
38−merge_A5|k=4,multi_hop,0.3333333333333333,0.125,0.5833333333333334,24,2827.0,0.0 38+merge_A5|k=4,multi_hop,0.325,0.175,0.475,40,2933.5,0.0
39−merge_A5|k=4,revision,0.5,0.375,0.625,24,2827.0,0.0 39+merge_A5|k=4,revision,0.45,0.35,0.55,40,2933.5,0.0
40−merge_A5|k=4,temporal,0.3333333333333333,0.08333333333333333,0.5833333333333334,12,2827.0,0.0 40+merge_A5|k=4,temporal,0.45,0.25,0.65,20,2933.5,0.0
41−merge_A5|k=4,unanswerable,1.0,1.0,1.0,24,2827.0,0.0 41+merge_A5|k=4,unanswerable,0.975,0.925,1.0,40,2933.5,0.0
42−shared_memory_A6|k=2,aggregation,0.0,0.0,0.0,13,3029.0,1414.1538461538462 42+shared_memory_A6|k=2,aggregation,0.0,0.0,0.0,20,2985.5,1425.8
43−shared_memory_A6|k=2,multi_hop,0.4230769230769231,0.23076923076923078,0.5769230769230769,26,3012.5,1381.6538461538462 43+shared_memory_A6|k=2,multi_hop,0.375,0.225,0.525,40,2967.5,1393.75
44−shared_memory_A6|k=2,revision,0.4230769230769231,0.19230769230769232,0.6740384615384607,26,2993.0,1383.8076923076924 44+shared_memory_A6|k=2,revision,0.45,0.3,0.625,40,2967.5,1398.125
45−shared_memory_A6|k=2,temporal,0.46153846153846156,0.23076923076923078,0.6923076923076923,13,2993.0,1369.7692307692307 45+shared_memory_A6|k=2,temporal,0.35,0.2,0.55,20,2964.0,1386.25
46−shared_memory_A6|k=2,unanswerable,1.0,1.0,1.0,26,2993.0,1388.7692307692307 46+shared_memory_A6|k=2,unanswerable,1.0,1.0,1.0,40,2967.5,1401.5
47−shared_memory_A6|k=4,aggregation,0.0,0.0,0.0,12,6531.0,3424.0833333333335 47+shared_memory_A6|k=4,aggregation,0.0,0.0,0.0,20,6438.5,3345.15
48−shared_memory_A6|k=4,multi_hop,0.625,0.4166666666666667,0.7916666666666666,24,6382.5,3310.5 48+shared_memory_A6|k=4,multi_hop,0.6,0.45,0.75,40,6375.5,3236.6
49−shared_memory_A6|k=4,revision,0.7916666666666666,0.625,0.9583333333333334,24,6525.5,3413.2083333333335 49+shared_memory_A6|k=4,revision,0.675,0.5,0.85,40,6424.5,3333.3
50−shared_memory_A6|k=4,temporal,0.4166666666666667,0.16666666666666666,0.7104166666666647,12,6369.0,3278.4166666666665 50+shared_memory_A6|k=4,temporal,0.45,0.25,0.65,20,6338.0,3210.75
51−shared_memory_A6|k=4,unanswerable,1.0,1.0,1.0,24,6490.0,3377.9583333333335 51+shared_memory_A6|k=4,unanswerable,1.0,1.0,1.0,40,6396.0,3295.975
modified runs/raw/E1_core.jsonl +206 −0
@@ -13278,3 +13278,209 @@
13278 {"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E1_core", "trial_id": "84bbaf2a21d6dfecb8456f19", "attempt_id": "ad950087d4ae", "run_group_id": "E1_core:B5|keep_frac=0.25|blind", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "5f903477abec1bb5d55c3fdb62f0e7cdaa6e271a6ce76c4c24f2aed85f54972d", "git_commit": null, "timestamp_utc": "2026-10-30T08:15:52.136967Z", "task_family": "exec", "document_id": "exec_00240_2000", "document_hash": "4c3927b8378a2b949e85371101d959a0adebcbe41a2d39f239aae883de382e19", "question_id": "q00_exec", "split": "test", "cluster_id": "exec_00240_2000", "sender_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "receiver_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "tokenizer_hashes": {"sender": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763", "receiver": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "m3u96a-m3ultra-96g", "device_state": {"mlx_active_before": 6713603080}, "weight_precision": "bf16", "method_id": "B5", "implementation_fidelity": "faithful_reimplementation", "compression_config": {"keep_frac": 0.25, "access": "blind", "realized": {"policy": "attention", "keep_frac": 0.25, "T": 1833, "keep": 458, "window_tokens": 19, "compress_ms": 125.84658397827297}}, "question_access": "blind", "topology": "single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": true, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1773, "source_tokens_receiver": 1773, "query_tokens": 45, "message_tokens": 1833, "message_utf8_bytes": 7797, "cache_tensor_bytes": 52527104, "serialized_payload_bytes": 52540027, "side_information_bytes": 12923, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 140.92112495563924, "doc_prefill_ms": 755.7172500528395, "compress_ms": 126.0839580791071, "serialize_ms": 14.624499948695302, "load_ms": 10.735749965533614, "receiver_prefill_ms": 0.0, "query_prefill_ms": 103.52437500841916, "ttft_ms": 103.52437500841916, "decode_ms": 2015.076957992278}, "total_wall_ms": 2131.282207905315, "ttft_ms": 103.52437500841916, "input_usage": {"receiver_prefix_tokens": 1833, "dense_cache_bytes": 210223104, "query_tokens": 45}, "output_usage": {"output_tokens": 70}, "provider_cached_usage": null, "process_memory": 4553031680, "backend_memory": {"mlx_active_bytes": 6779663368, "mlx_peak_bytes": 6849033452, "mlx_cache_bytes": 13443453829, "process_rss_bytes": 4553031680}, "peak_prefill_memory": 7114248584, "peak_decode_memory": 6849033452, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "```python\ndef net_revenue(rows):\n total = 0\n for row in rows:\n if row['region'] != 'Nord':\n if row['units'] >= 3 and not row['returned']:\n total += round((row['revenue'] - row['tax']), 1)\n return total\n```", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00240_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "KeyError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E1_core.log", "payload_hash": "5907933544f257f57e41fadb2827662a780493ad8e442fa27efe35d6d32505f5", "output_hash": "aa8d4725e560d4c26ae00620d85317c9bb6483e7b7e31337cdf63bc5721b6bb9"} 13278 {"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E1_core", "trial_id": "84bbaf2a21d6dfecb8456f19", "attempt_id": "ad950087d4ae", "run_group_id": "E1_core:B5|keep_frac=0.25|blind", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "5f903477abec1bb5d55c3fdb62f0e7cdaa6e271a6ce76c4c24f2aed85f54972d", "git_commit": null, "timestamp_utc": "2026-10-30T08:15:52.136967Z", "task_family": "exec", "document_id": "exec_00240_2000", "document_hash": "4c3927b8378a2b949e85371101d959a0adebcbe41a2d39f239aae883de382e19", "question_id": "q00_exec", "split": "test", "cluster_id": "exec_00240_2000", "sender_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "receiver_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "tokenizer_hashes": {"sender": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763", "receiver": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "m3u96a-m3ultra-96g", "device_state": {"mlx_active_before": 6713603080}, "weight_precision": "bf16", "method_id": "B5", "implementation_fidelity": "faithful_reimplementation", "compression_config": {"keep_frac": 0.25, "access": "blind", "realized": {"policy": "attention", "keep_frac": 0.25, "T": 1833, "keep": 458, "window_tokens": 19, "compress_ms": 125.84658397827297}}, "question_access": "blind", "topology": "single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": true, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1773, "source_tokens_receiver": 1773, "query_tokens": 45, "message_tokens": 1833, "message_utf8_bytes": 7797, "cache_tensor_bytes": 52527104, "serialized_payload_bytes": 52540027, "side_information_bytes": 12923, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 140.92112495563924, "doc_prefill_ms": 755.7172500528395, "compress_ms": 126.0839580791071, "serialize_ms": 14.624499948695302, "load_ms": 10.735749965533614, "receiver_prefill_ms": 0.0, "query_prefill_ms": 103.52437500841916, "ttft_ms": 103.52437500841916, "decode_ms": 2015.076957992278}, "total_wall_ms": 2131.282207905315, "ttft_ms": 103.52437500841916, "input_usage": {"receiver_prefix_tokens": 1833, "dense_cache_bytes": 210223104, "query_tokens": 45}, "output_usage": {"output_tokens": 70}, "provider_cached_usage": null, "process_memory": 4553031680, "backend_memory": {"mlx_active_bytes": 6779663368, "mlx_peak_bytes": 6849033452, "mlx_cache_bytes": 13443453829, "process_rss_bytes": 4553031680}, "peak_prefill_memory": 7114248584, "peak_decode_memory": 6849033452, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "```python\ndef net_revenue(rows):\n total = 0\n for row in rows:\n if row['region'] != 'Nord':\n if row['units'] >= 3 and not row['returned']:\n total += round((row['revenue'] - row['tax']), 1)\n return total\n```", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00240_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "KeyError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E1_core.log", "payload_hash": "5907933544f257f57e41fadb2827662a780493ad8e442fa27efe35d6d32505f5", "output_hash": "aa8d4725e560d4c26ae00620d85317c9bb6483e7b7e31337cdf63bc5721b6bb9"}
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r['price'] * 0.05)\n return round(total, 1)\n```", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00240_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "KeyError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E1_core.log", "payload_hash": "8917f1ddbd32af3864d926b03ec5386344e9aee78fcfab547010d24fc7396973", "output_hash": "ac4952f97dcca3f9355ebcb56c3f776365130c6b0263709fda5d0302bf9e472e"} 13280 {"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E1_core", "trial_id": "bed146b144b2aae79fc28597", "attempt_id": "184a0271c61a", "run_group_id": "E1_core:B9|bits=8|keep_frac=0.25|policy=attention|aware", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "5f903477abec1bb5d55c3fdb62f0e7cdaa6e271a6ce76c4c24f2aed85f54972d", "git_commit": null, "timestamp_utc": "2026-10-30T08:15:58.187694Z", "task_family": "exec", "document_id": "exec_00240_2000", "document_hash": "4c3927b8378a2b949e85371101d959a0adebcbe41a2d39f239aae883de382e19", "question_id": "q00_exec", "split": "test", "cluster_id": "exec_00240_2000", "sender_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "receiver_model_revision": "mlx-community/Llama-3.2-3B-Instruct-bf16@6d88ba43024fef71b10e52e101c7cd4598322601", "tokenizer_hashes": {"sender": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763", "receiver": "b9d8872cf3a99da99e1fc4b0f71232a451632dc49ca4c6771549b4efa5c1c763"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "m3u96a-m3ultra-96g", "device_state": {"mlx_active_before": 6660387848}, "weight_precision": "bf16", "method_id": "B9", "implementation_fidelity": "custom", "compression_config": {"keep_frac": 0.25, "bits": 8, "access": "aware", "policy": "attention", "realized": {"policy": "attention", "keep_frac": 0.25, "T": 1833, "keep": 458, "window_tokens": 45, "compress_ms": 215.65874991938472, "bits": 8}}, "question_access": "aware", "topology": "single_handoff", "handoff_index": 1, "reuse_count": 1, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": 1773, "source_tokens_receiver": 1773, "query_tokens": 45, "message_tokens": 1833, "message_utf8_bytes": 7797, "cache_tensor_bytes": 27905024, "serialized_payload_bytes": 27931808, "side_information_bytes": 26784, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"encode_ms": 240.00837502535433, "doc_prefill_ms": 755.7172500528395, "compress_ms": 227.48991602566093, "serialize_ms": 11.965167010203004, "load_ms": 2.515166997909546, "receiver_prefill_ms": 0.0, "query_prefill_ms": 80.02966595813632, "ttft_ms": 80.02966595813632, "decode_ms": 2747.8094580583274}, "total_wall_ms": 3072.6914999540895, "ttft_ms": 80.02966595813632, "input_usage": {"receiver_prefix_tokens": 1833, "dense_cache_bytes": 210223104, "query_tokens": 45}, "output_usage": {"output_tokens": 87}, "provider_cached_usage": null, "process_memory": 4635295744, "backend_memory": {"mlx_active_bytes": 6726884232, "mlx_peak_bytes": 6801893764, "mlx_cache_bytes": 14017897833, "process_rss_bytes": 4635295744}, "peak_prefill_memory": 7114248584, "peak_decode_memory": 6801893764, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "```python\ndef net_revenue(rows):\n total = 0.0\n for r in rows:\n if r['region'] != 'Nordic' and r['shipped_days'] > 0 and r['units'] >= 3:\n total += r['units'] * (r['price'] - r['price'] * 0.05)\n return round(total, 1)\n```", "evidence_artifact": null, "reference_key_id": "keys/exec/exec_00240_2000.json", "task_scores": {"correct": 0.0, "pass_rate": 0.0, "error": "KeyError"}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E1_core.log", "payload_hash": "8917f1ddbd32af3864d926b03ec5386344e9aee78fcfab547010d24fc7396973", "output_hash": "ac4952f97dcca3f9355ebcb56c3f776365130c6b0263709fda5d0302bf9e472e"}
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modified runs/raw/E4_core.jsonl +975 −0
@@ -6223,3 +6223,978 @@
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modified runs/raw/E5_core.jsonl +556 −0
@@ -1042,3 +1042,559 @@
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1597+{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E5_core", "trial_id": "a4f137bbbb60f30ceca700d2", "attempt_id": "454458af4576", "run_group_id": "E5_core:cache_concat_negative_control|k=4", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "444d735820f61d067a2d894055dafbef3d1225fc66b0c2b7037d29704fbc1106", "git_commit": "3c3d27f14e6841b389fd503bcab914bda201aa79", "timestamp_utc": "2026-10-30T08:40:47.049942Z", "task_family": "synthetic", "document_id": "syn_03028_8000", "document_hash": "50541e370b2e371a17d9b2b638b294d78ed4610a8f11e47378d787390ed118aa", "question_id": "q10_temporal", "split": "test", "cluster_id": "syn_03028_8000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "tokenizer_hashes": {"receiver": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "laptop-m5max-48g", "device_state": {}, "weight_precision": "bf16", "method_id": "cache_concat_negative_control", "implementation_fidelity": "n/a", "compression_config": {"k": 4, "budget_tokens": 512, "cache_bytes": 237146112}, "question_access": "blind", "topology": "fanin_k4", "handoff_index": 1, "reuse_count": 8, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": null, "source_tokens_receiver": 5804, "query_tokens": 52, "message_tokens": null, "message_utf8_bytes": 30597, "cache_tensor_bytes": 237146112, "serialized_payload_bytes": 237146112, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"build_ms": 802.392290905118, "ttft_ms": 48.193832975812256, "decode_ms": 60.192666947841644, "receiver_prefill_ms": 0.0}, "total_wall_ms": 915.1852078502998, "ttft_ms": 48.193832975812256, "input_usage": {}, "output_usage": {"output_tokens": 4}, "provider_cached_usage": null, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "Melqui-6", "evidence_artifact": {"conflict": {"code": "Felard-13", "bogus_amount": "4,709,045", "source": "S2"}, "question_type": "temporal"}, "reference_key_id": "keys/synthetic/syn_03028_8000.json", "task_scores": {"correct": 0.0, "abstained": 0.0, "f1": 0.0}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E5_core.log", "payload_hash": null, "output_hash": "61840358f56e26ce55e72905cc4adc8d6434d4ed2c50a6b7dc75ccb1d7f170a7"}
1598+{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E5_core", "trial_id": "b97676379c328d3e9263200a", "attempt_id": "4576e858096d", "run_group_id": "E5_core:cache_concat_negative_control|k=4", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "444d735820f61d067a2d894055dafbef3d1225fc66b0c2b7037d29704fbc1106", "git_commit": "3c3d27f14e6841b389fd503bcab914bda201aa79", "timestamp_utc": "2026-10-30T08:40:47.180560Z", "task_family": "synthetic", "document_id": "syn_03028_8000", "document_hash": "50541e370b2e371a17d9b2b638b294d78ed4610a8f11e47378d787390ed118aa", "question_id": "q11_aggregation", "split": "test", "cluster_id": "syn_03028_8000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "tokenizer_hashes": {"receiver": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "laptop-m5max-48g", "device_state": {}, "weight_precision": "bf16", "method_id": "cache_concat_negative_control", "implementation_fidelity": "n/a", "compression_config": {"k": 4, "budget_tokens": 512, "cache_bytes": 237146112}, "question_access": "blind", "topology": "fanin_k4", "handoff_index": 1, "reuse_count": 8, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": null, "source_tokens_receiver": 5804, "query_tokens": 47, "message_tokens": null, "message_utf8_bytes": 30597, "cache_tensor_bytes": 237146112, "serialized_payload_bytes": 237146112, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"build_ms": 802.392290905118, "ttft_ms": 46.54445801861584, "decode_ms": 105.77791696414351, "receiver_prefill_ms": 0.0}, "total_wall_ms": 959.3425409402698, "ttft_ms": 46.54445801861584, "input_usage": {}, "output_usage": {"output_tokens": 7}, "provider_cached_usage": null, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "4971485", "evidence_artifact": {"conflict": {"code": "Felard-13", "bogus_amount": "4,709,045", "source": "S2"}, "question_type": "aggregation"}, "reference_key_id": "keys/synthetic/syn_03028_8000.json", "task_scores": {"correct": 0.0, "abstained": 0.0, "f1": 0.0}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E5_core.log", "payload_hash": null, "output_hash": "705377d6f830799c0396bb6784962db0f5c886f2728dbe93c5e28fcce795de8b"}
1599+{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E5_core", "trial_id": "0f9f7f061c1452c4d6001c0b", "attempt_id": "fd3a43258a84", "run_group_id": "E5_core:cache_concat_negative_control|k=4", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "444d735820f61d067a2d894055dafbef3d1225fc66b0c2b7037d29704fbc1106", "git_commit": "3c3d27f14e6841b389fd503bcab914bda201aa79", "timestamp_utc": "2026-10-30T08:40:47.355687Z", "task_family": "synthetic", "document_id": "syn_03028_8000", "document_hash": "50541e370b2e371a17d9b2b638b294d78ed4610a8f11e47378d787390ed118aa", "question_id": "q13_unanswerable", "split": "test", "cluster_id": "syn_03028_8000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "tokenizer_hashes": {"receiver": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "laptop-m5max-48g", "device_state": {}, "weight_precision": "bf16", "method_id": "cache_concat_negative_control", "implementation_fidelity": "n/a", "compression_config": {"k": 4, "budget_tokens": 512, "cache_bytes": 237146112}, "question_access": "blind", "topology": "fanin_k4", "handoff_index": 1, "reuse_count": 8, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": null, "source_tokens_receiver": 5804, "query_tokens": 47, "message_tokens": null, "message_utf8_bytes": 30597, "cache_tensor_bytes": 237146112, "serialized_payload_bytes": 237146112, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"build_ms": 802.392290905118, "ttft_ms": 46.951958909630775, "decode_ms": 14.977624989114702, "receiver_prefill_ms": 0.0}, "total_wall_ms": 868.7634989619255, "ttft_ms": 46.951958909630775, "input_usage": {}, "output_usage": {"output_tokens": 1}, "provider_cached_usage": null, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "unknown", "evidence_artifact": {"conflict": {"code": "Felard-13", "bogus_amount": "4,709,045", "source": "S2"}, "question_type": "unanswerable"}, "reference_key_id": "keys/synthetic/syn_03028_8000.json", "task_scores": {"correct": 1.0, "abstained": 1.0, "f1": 1.0}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E5_core.log", "payload_hash": null, "output_hash": "b23a6a8439c0dde5515893e7c90c1e3233b8616e634470f20dc4928bcf3609bc"}
1600+{"schema_version": "wp30-attempt-1", "study_id": "WP30", "experiment_id": "E5_core", "trial_id": "f6012e1462f97a453fc53086", "attempt_id": "d94386081d7a", "run_group_id": "E5_core:cache_concat_negative_control|k=4", "protocol_hash": "404c52b34d964693da72ef459a036ffc42fbf5f6ba8748cc9de0c554ebebddd6", "config_hash": "444d735820f61d067a2d894055dafbef3d1225fc66b0c2b7037d29704fbc1106", "git_commit": "3c3d27f14e6841b389fd503bcab914bda201aa79", "timestamp_utc": "2026-10-30T08:40:47.439618Z", "task_family": "synthetic", "document_id": "syn_03028_8000", "document_hash": "50541e370b2e371a17d9b2b638b294d78ed4610a8f11e47378d787390ed118aa", "question_id": "q14_unanswerable", "split": "test", "cluster_id": "syn_03028_8000", "sender_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "receiver_model_revision": "mlx-community/Qwen2.5-3B-Instruct-bf16@bec1ad658e380044bbfe06d4a2268801d3379a11", "tokenizer_hashes": {"receiver": "5c5a439ba2677fe28e1dea9b22371b270ecd5e34acbc849bc619689605f9547b"}, "backend_versions": {"mlx": "0.32.4", "mlx_lm": "0.32.2"}, "hardware_id": "laptop-m5max-48g", "device_state": {}, "weight_precision": "bf16", "method_id": "cache_concat_negative_control", "implementation_fidelity": "n/a", "compression_config": {"k": 4, "budget_tokens": 512, "cache_bytes": 237146112}, "question_access": "blind", "topology": "fanin_k4", "handoff_index": 1, "reuse_count": 8, "cache_hit": false, "cache_compatibility_hash": null, "random_seed": 0, "source_tokens_sender": null, "source_tokens_receiver": 5804, "query_tokens": 49, "message_tokens": null, "message_utf8_bytes": 30597, "cache_tensor_bytes": 237146112, "serialized_payload_bytes": 237146112, "side_information_bytes": 0, "fetched_bytes": 0, "transport_bytes_if_measured": null, "timing_spans": {"build_ms": 802.392290905118, "ttft_ms": 48.68395905941725, "decode_ms": 15.318875084631145, "receiver_prefill_ms": 0.0}, "total_wall_ms": 870.4206659458578, "ttft_ms": 48.68395905941725, "input_usage": {}, "output_usage": {"output_tokens": 1}, "provider_cached_usage": null, "process_memory": null, "backend_memory": null, "peak_prefill_memory": null, "peak_decode_memory": null, "mapper_memory": null, "cost_with_source": null, "prediction_artifact": "unknown", "evidence_artifact": {"conflict": {"code": "Felard-13", "bogus_amount": "4,709,045", "source": "S2"}, "question_type": "unanswerable"}, "reference_key_id": "keys/synthetic/syn_03028_8000.json", "task_scores": {"correct": 1.0, "abstained": 1.0, "f1": 1.0}, "status": "success", "error_code": null, "retry_of": null, "log_artifact": "runs/logs/E5_core.log", "payload_hash": null, "output_hash": "b23a6a8439c0dde5515893e7c90c1e3233b8616e634470f20dc4928bcf3609bc"}
added runs/raw/chains/E4_core_syn_03021_2000_A4_closed_qwen3b_llama3b.json +278 −0
@@ -0,0 +1,278 @@
1+{
2+ "hops": {
3+ "1": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\n- **Proposals under review**: Kovar-10, Selnov-10, Brilithko-20 (no attributes recorded).\n- **Kovar-9**:\n - Proposed by Kwame Varga on 1 May 2034.\n - Initial budget: 4,862,425 CAD.\n - Revised budget: 5,646,720 CAD.\n - Approved on 27 May 2034.\n - Site: Lot 536-R, Senneterre.\n - Supplier: MH-96F-2099.\n - Launch postponed to 14 January 2035.\n - Rated capacity: 22.3 MW.\n - Calibration constant: 21.4976.\n- **Selnov-7**:\n - Proposed by Yevgenia Rousseau on 16 March 2030.\n - Initial budget: 8,730,980 NOK.\n - Revised budget: 8,955,410 NOK.\n - Approved on 22 May 2030.\n - Site: Lot 938-B, Val-d'Or.\n - Supplier: UT-31L-8863.\n - Launch postponed to 4 March 2031.\n - Rated capacity: 46.93 t.\n - Calibration constant: 88.7751.\n- **Brilithko-17**:\n - Proposed by Casimir Delacroix on 26 August 2032.\n - Initial budget: 4,132,266 CAD.\n - Approved on 13 September 2032.\n - Site: Lot 778-T, Matagami.\n - Supplier: BQ-59Z-6753.\n - Launch postponed to 7 April 2033.\n - Rated capacity: 17.8 ha.\n - Calibration constant: 11.6076.\n- **Lithwensel-6**:\n - Proposed by Ingrid Mbeki on 19 November 2034.\n -",
4+ "2": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\nProposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details of Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9:\n- Proposed by Kwame Varga on 1 May 2034.\n- Initial budget: 4,862,425 CAD.\n- Revised budget: 5,646,720 CAD.\n- Approved on 27 May 2034.\n- Site: Lot 536-R, Senneterre.\n- Supplier: MH-96F-2099.\n- Launch postponed to 14 January 2035.\n- Rated capacity: 22.3 MW.\n- Calibration constant: 21.4976.\n\nSelnov-7:\n- Proposed by Yevgenia Rousseau on 16 March 2030.\n- Initial budget: 8,730,980 NOK.\n- Revised budget: 8,955,410 NOK.\n- Approved on 22 May 2030.\n- Site: Lot 938-B, Val-d'Or.\n- Supplier: UT-31L-8863.\n- Launch postponed to 4 March 2031.\n- Rated capacity: 46.93 t.\n- Calibration constant: 88.7751.\n\nBrilithko-17:\n- Proposed by Casimir Delacroix on 26 August 2032.\n- Initial budget: 4,132,266 CAD.\n- Approved on 13 September 2032.\n- Site: Lot 778-T, Matagami.\n- Supplier: BQ-59Z-6753.\n- Launch postponed to 7 April 2033.\n- Rated capacity: 17.8 ha.\n- Calibration constant: 11.6076.\n\nLithwensel-6:\n- Proposed by Ingrid Mbeki on 19 November 2034.\n- No details recorded.",
5+ "3": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below. Kovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034, site Lot 536-R, Senneterre, supplier MH-96F-2099, launch postponed to 14 January 2035, rated capacity 22.3 MW, calibration constant 21.4976. Selnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030, site Lot 938-B, Val-d'Or, supplier UT-31L-8863, launch postponed to 4 March 2031, rated capacity 46.93 t, calibration constant 88.7751. Brilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032, site Lot 778-T, Matagami, supplier BQ-59Z-6753, launch postponed to 7 April 2033, rated capacity 17.8 ha, calibration constant 11.6076. Lithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded.",
6+ "4": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034. Site: Lot 536-R, Senneterre. Supplier: MH-96F-2099. Launch postponed to 14 January 2035. Rated capacity: 22.3 MW. Calibration constant: 21.4976.\n\nSelnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030. Site: Lot 938-B, Val-d'Or. Supplier: UT-31L-8863. Launch postponed to 4 March 2031. Rated capacity: 46.93 t. Calibration constant: 88.7751.\n\nBrilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032. Site: Lot 778-T, Matagami. Supplier: BQ-59Z-6753. Launch postponed to 7 April 2033. Rated capacity: 17.8 ha. Calibration constant: 11.6076.\n\nLithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded.",
7+ "5": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034. Site: Lot 536-R, Senneterre. Supplier: MH-96F-2099. Launch postponed to 14 January 2035. Rated capacity: 22.3 MW. Calibration constant: 21.4976.\n\nSelnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030. Site: Lot 938-B, Val-d'Or. Supplier: UT-31L-8863. Launch postponed to 4 March 2031. Rated capacity: 46.93 t. Calibration constant: 88.7751.\n\nBrilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032. Site: Lot 778-T, Matagami. Supplier: BQ-59Z-6753. Launch postponed to 7 April 2033. Rated capacity: 17.8 ha. Calibration constant: 11.6076.\n\nLithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded.",
8+ "6": "Here is a faithful summary of the notes:\n\nINTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034. Site: Lot 536-R, Senneterre. Supplier: MH-96F-2099. Launch postponed to 14 January 2035. Rated capacity: 22.3 MW. Calibration constant: 21.4976.\n\nSelnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030. Site: Lot 938-B, Val-d'Or. Supplier: UT-31L-8863. Launch postponed to 4 March 2031. Rated capacity: 46.93 t. Calibration constant: 88.7751.\n\nBrilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032. Site: Lot 778-T, Matagami. Supplier: BQ-59Z-6753. Launch postponed to 7 April 2033. Rated capacity: 17.8 ha. Calibration constant: 11.6076.\n\nLithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded.",
9+ "7": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034. Site: Lot 536-R, Senneterre. Supplier: MH-96F-2099. Launch postponed to 14 January 2035. Rated capacity: 22.3 MW. Calibration constant: 21.4976.\n\nSelnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030. Site: Lot 938-B, Val-d'Or. Supplier: UT-31L-8863. Launch postponed to 4 March 2031. Rated capacity: 46.93 t. Calibration constant: 88.7751.\n\nBrilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032. Site: Lot 778-T, Matagami. Supplier: BQ-59Z-6753. Launch postponed to 7 April 2033. Rated capacity: 17.8 ha. Calibration constant: 11.6076.\n\nLithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded.",
10+ "8": "Here is a faithful summary of the notes:\n\nINTERNAL LEDGER MEMO — Capital Projects Register, issue 702. Proposals under review are Kovar-10, Selnov-10, and Brilithko-20. Details for Kovar-9, Selnov-7, Brilithko-17, and Lithwensel-6 are provided below.\n\nKovar-9: Proposed by Kwame Varga on 1 May 2034, initial budget 4,862,425 CAD, revised budget 5,646,720 CAD, approved 27 May 2034. Site: Lot 536-R, Senneterre. Supplier: MH-96F-2099. Launch postponed to 14 January 2035. Rated capacity: 22.3 MW. Calibration constant: 21.4976.\n\nSelnov-7: Proposed by Yevgenia Rousseau on 16 March 2030, initial budget 8,730,980 NOK, revised budget 8,955,410 NOK, approved 22 May 2030. Site: Lot 938-B, Val-d'Or. Supplier: UT-31L-8863. Launch postponed to 4 March 2031. Rated capacity: 46.93 t. Calibration constant: 88.7751.\n\nBrilithko-17: Proposed by Casimir Delacroix on 26 August 2032, initial budget 4,132,266 CAD, approved 13 September 2032. Site: Lot 778-T, Matagami. Supplier: BQ-59Z-6753. Launch postponed to 7 April 2033. Rated capacity: 17.8 ha. Calibration constant: 11.6076.\n\nLithwensel-6: Proposed by Ingrid Mbeki on 19 November 2034, no details recorded."
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3+ "1": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\n- **Proposals under review**: Kovar-10, Selnov-10, Brilithko-20 (no attributes recorded).\n- **Kovar-9**:\n - Proposed by Kwame Varga on 1 May 2034.\n - Initial budget: 4,862,425 CAD.\n - Revised budget: 5,646,720 CAD.\n - Approved on 27 May 2034.\n - Site: Lot 536-R, Senneterre.\n - Supplier: MH-96F-2099.\n - Launch postponed to 14 January 2035.\n - Rated capacity: 22.3 MW.\n - Calibration constant: 21.4976.\n- **Selnov-7**:\n - Proposed by Yevgenia Rousseau on 16 March 2030.\n - Initial budget: 8,730,980 NOK.\n - Revised budget: 8,955,410 NOK.\n - Approved on 22 May 2030.\n - Site: Lot 938-B, Val-d'Or.\n - Supplier: UT-31L-8863.\n - Launch postponed to 4 March 2031.\n - Rated capacity: 46.93 t.\n - Calibration constant: 88.7751.\n- **Brilithko-17**:\n - Proposed by Casimir Delacroix on 26 August 2032.\n - Initial budget: 4,132,266 CAD.\n - Approved on 13 September 2032.\n - Site: Lot 778-T, Matagami.\n - Supplier: BQ-59Z-6753.\n - Launch postponed to 7 April 2033.\n - Rated capacity: 17.8 ha.\n - Calibration constant: 11.6076.\n- **Lithwensel-6**:\n - Proposed by Ingrid Mbeki on 19 November 2034.\n -",
4+ "2": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\n- **Proposals under review**: Kovar-10, Selnov-10, Brilithko-20 (no attributes recorded).\n- **Kovar-9**:\n - Proposed by Kwame Varga on 1 May 2034.\n - Initial budget: 4,862,425 CAD.\n - Revised budget: 5,646,720 CAD.\n - Approved on 27 May 2034.\n - Site: Lot 536-R, Senneterre.\n - Supplier: MH-96F-2099.\n - Launch postponed to 14 January 2035.\n - Rated capacity: 22.3 MW.\n - Calibration constant: 21.4976.\n- **Selnov-7**:\n - Proposed by Yevgenia Rousseau on 16 March 2030.\n - Initial budget: 8,730,980 NOK.\n - Revised budget: 8,955,410 NOK.\n - Approved on 22 May 2030.\n - Site: Lot 938-B, Val-d'Or.\n - Supplier: UT-31L-8863.\n - Launch postponed to 4 March 2031.\n - Rated capacity: 46.93 t.\n - Calibration constant: 88.7751.\n- **Brilithko-17**:\n - Proposed by Casimir Delacroix on 26 August 2032.\n - Initial budget: 4,132,266 CAD.\n - Approved on 13 September 2032.\n - Site: Lot 778-T, Matagami.\n - Supplier: BQ-59Z-6753.\n - Launch postponed to 7 April 2033.\n - Rated capacity: 17.8 ha.\n - Calibration constant: 11.6076.\n- **Lithwensel-6**:\n (No attributes recorded)",
5+ "3": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\n- **Proposals under review**: Kovar-10, Selnov-10, Brilithko-20 (no attributes recorded).\n- **Kovar-9**:\n - Proposed by Kwame Varga on 1 May 2034.\n - Initial budget: 4,862,425 CAD.\n - Revised budget: 5,646,720 CAD.\n - Approved on 27 May 2034.\n - Site: Lot 536-R, Senneterre.\n - Supplier: MH-96F-2099.\n - Launch postponed to 14 January 2035.\n - Rated capacity: 22.3 MW.\n - Calibration constant: 21.4976.\n- **Selnov-7**:\n - Proposed by Yevgenia Rousseau on 16 March 2030.\n - Initial budget: 8,730,980 NOK.\n - Revised budget: 8,955,410 NOK.\n - Approved on 22 May 2030.\n - Site: Lot 938-B, Val-d'Or.\n - Supplier: UT-31L-8863.\n - Launch postponed to 4 March 2031.\n - Rated capacity: 46.93 t.\n - Calibration constant: 88.7751.\n- **Brilithko-17**:\n - Proposed by Casimir Delacroix on 26 August 2032.\n - Initial budget: 4,132,266 CAD.\n - Approved on 13 September 2032.\n - Site: Lot 778-T, Matagami.\n - Supplier: BQ-59Z-6753.\n - Launch postponed to 7 April 2033.\n - Rated capacity: 17.8 ha.\n - Calibration constant: 11.6076.\n- **Lithwensel-6**:\n (No attributes recorded)",
6+ "4": "INTERNAL LEDGER MEMO — Capital Projects Register, issue 702.\n\n- **Proposals under review**: Kovar-10, Selnov-10, Brilithko-20 (no attributes recorded).\n- **Kovar-9**:\n - Proposed by Kwame Varga on 1 May 2034.\n - Initial budget: 4,862,425 CAD.\n - Revised budget: 5,646,720 CAD.\n - Approved on 27 May 2034.\n - Site: Lot 536-R, Senneterre.\n - Supplier: MH-96F-2099.\n - Launch postponed to 14 January 2035.\n - Rated capacity: 22.3 MW.\n - Calibration constant: 21.4976.\n- **Selnov-7**:\n - Proposed by Yevgenia Rousseau on 16 March 2030.\n - Initial budget: 8,730,980 NOK.\n - Revised budget: 8,955,410 NOK.\n - Approved on 22 May 2030.\n - Site: Lot 938-B, Val-d'Or.\n - Supplier: UT-31L-8863.\n - Launch postponed to 4 March 2031.\n - Rated capacity: 46.93 t.\n - Calibration constant: 88.7751.\n- **Brilithko-17**:\n - Proposed by Casimir Delacroix on 26 August 2032.\n - Initial budget: 4,132,266 CAD.\n - Approved on 13 September 2032.\n - Site: Lot 778-T, Matagami.\n - Supplier: BQ-59Z-6753.\n - Launch postponed to 7 April 2033.\n - Rated capacity: 17.8 ha.\n - Calibration constant: 11.6076.\n- **Lithwensel-6**:\n (No attributes recorded)",
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3+ "1": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
4+ "2": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
5+ "3": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
6+ "4": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
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9+ "7": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
10+ "8": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4"
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3+ "1": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
4+ "2": "**Faithful Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4 (amount not specified).\n (No further information available.)",
5+ "3": "**Faithful Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget",
6+ "4": "**Faithful Summary:**\n\nTwo proposed projects, **Quilun-16** and **Ostsel-4**, were discussed. \n\n**Quilun-16** was proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revisions occurred on 16 Dec 2030 (9,134,435 CAD) and 7 Feb 2031 (8,946,145 CAD). The project was approved on 15 Feb 2031. The site is Lot 568-G, Mont-Laurier, and the supplier is BU-55G-3254. The rated capacity is 36.3 ha, with a calibration constant of 30.0224. The status is not cancelled but not postponed. Contingency reserves require written approval from the finance director. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.\n\n**Ostsel-4** was proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revisions occurred on 26 Dec 2030 (5,453,600 CAD) and 7 Apr 2031 (5,628,235 CAD). The project was approved on 24 May 2031. The site is Lot 509-M, Mont-Laurier, and the supplier is CT-24D-4130. The rated capacity is 17.39 km, with a calibration constant of 41.3549. The status is not cancelled but postponed to 9 Jul 2031. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.",
7+ "5": "Two proposed projects, **Quilun-16** and **Ostsel-4**, were discussed. **Quilun-16** was proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revisions occurred on 16 Dec 2030 (9,134,435 CAD) and 7 Feb 2031 (8,946,145 CAD). The project was approved on 15 Feb 2031. The site is Lot 568-G, Mont-Laurier, and the supplier is BU-55G-3254. The rated capacity is 36.3 ha, with a calibration constant of 30.0224. The status is not cancelled but not postponed. Contingency reserves require written approval from the finance director. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing. **Ostsel-4** was proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revisions occurred on 26 Dec 2030 (5,453,600 CAD) and 7 Apr 2031 (5,628,235 CAD). The project was approved on 24 May 2031. The site is Lot 509-M, Mont-Laurier, and the supplier is CT-24D-4130. The rated capacity is 17.39 km, with a calibration constant of 41.3549. The status is not cancelled but postponed to 9 Jul 2031. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.",
8+ "6": "Two proposed projects, **Quilun-16** and **Ostsel-4**, were discussed. **Quilun-16** was proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revisions occurred on 16 Dec 2030 (9,134,435 CAD) and 7 Feb 2031 (8,946,145 CAD). The project was approved on 15 Feb 2031. The site is Lot 568-G, Mont-Laurier, and the supplier is BU-55G-3254. The rated capacity is 36.3 ha, with a calibration constant of 30.0224. The status of **Quilun-16** is not cancelled but not postponed. Contingency reserves require written approval from the finance director. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.\n\n**Ostsel-4** was proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revisions occurred on 26 Dec 2030 (5,453,600 CAD) and 7 Apr 2031 (5,628,235 CAD). The project was approved on 24 May 2031. The site is Lot 509-M, Mont-Laurier, and the supplier is CT-24D-4130. The rated capacity is 17.39 km, with a calibration constant of 41.3549. The status of **Ostsel-4** is not cancelled but postponed to 9 Jul 2031. The project is reviewed quarterly and follows the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.",
9+ "7": "Two proposed projects, **Quilun-16** and **Ostsel-4**, were discussed. **Quilun-16** was proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revisions occurred on 16 Dec 2030 (9,134,435 CAD) and 7 Feb 2031 (8,946,145 CAD). The project was approved on 15 Feb 2031. The site is Lot 568-G, Mont-Laurier, and the supplier is BU-55G-3254. The rated capacity is 36.3 ha, with a calibration constant of 30.0224. The status is not cancelled but not postponed. Contingency reserves require written approval from the finance director. Quarterly reviews follow the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.\n\n**Ostsel-4** was proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revisions occurred on 26 Dec 2030 (5,453,600 CAD) and 7 Apr 2031 (5,628,235 CAD). The project was approved on 24 May 2031. The site is Lot 509-M, Mont-Laurier, and the supplier is CT-24D-4130. The rated capacity is 17.39 km, with a calibration constant of 41.3549. The status is not cancelled but postponed to 9 Jul 2031. Quarterly reviews follow the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.",
10+ "8": "Two proposed projects, **Quilun-16** and **Ostsel-4**, were discussed. **Quilun-16** was proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revisions occurred on 16 Dec 2030 (9,134,435 CAD) and 7 Feb 2031 (8,946,145 CAD). The project was approved on 15 Feb 2031. The site is Lot 568-G, Mont-Laurier, and the supplier is BU-55G-3254. The rated capacity is 36.3 ha, with a calibration constant of 30.0224. The status of **Quilun-16** is not cancelled but not postponed. Contingency reserves require written approval from the finance director. Quarterly reviews follow the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing.\n\n**Ostsel-4** was proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revisions occurred on 26 Dec 2030 (5,453,600 CAD) and 7 Apr 2031 (5,628,235 CAD). The project was approved on 24 May 2031. The site is Lot 509-M, Mont-Laurier, and the supplier is CT-24D-4130. The rated capacity is 17.39 km, with a calibration constant of 41.3549. The status of **Ostsel-4** is not cancelled but postponed to 9 Jul 2031. Quarterly reviews follow the three-quote rule for above threshold purchases. Capital expenditure is tracked separately from operating costs, and environmental monitoring reports are archived for 7 years. Printed copies are uncontrolled, with electronic records prevailing."
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1+{
2+ "hops": {
3+ "1": "**Summary:**\n\n- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4",
4+ "2": "- **Quilun-16:**\n - Proposed by Bohdan Lindqvist on 16 Sep 2030.\n - Initial budget: 8,066,734 CAD.\n - Budget revisions: 16 Dec 2030 (9,134,435 CAD), 7 Feb 2031 (8,946,145 CAD).\n - Approved on 15 Feb 2031.\n - Site: Lot 568-G, Mont-Laurier.\n - Supplier: BU-55G-3254.\n - Rated capacity: 36.3 ha.\n - Calibration constant: 30.0224.\n - Status: Not cancelled, but not postponed.\n - Contingency reserves require written approval from finance director.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Ostsel-4:**\n - Proposed by Milos Rousseau on 7 Sep 2030.\n - Initial budget: 6,009,480 CAD.\n - Budget revisions: 26 Dec 2030 (5,453,600 CAD), 7 Apr 2031 (5,628,235 CAD).\n - Approved on 24 May 2031.\n - Site: Lot 509-M, Mont-Laurier.\n - Supplier: CT-24D-4130.\n - Rated capacity: 17.39 km.\n - Calibration constant: 41.3549.\n - Status: Not cancelled, but postponed to 9 Jul 2031.\n - Reviewed quarterly.\n - Procurement follows three-quote rule for above threshold purchases.\n - Capital expenditure tracked separately from operating costs.\n - Environmental monitoring reports archived for 7 years.\n - Printed copies uncontrolled; electronic record prevails.\n\n- **Quidra-11:**\n - Proposed by Casimir Lindqvist on 11 Apr 2030.\n - Initial budget: 4,234",
5+ "3": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details.",
6+ "4": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details.",
7+ "5": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details.",
8+ "6": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details.",
9+ "7": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details.",
10+ "8": "Quilun-16: Proposed by Bohdan Lindqvist on 16 Sep 2030 with an initial budget of 8,066,734 CAD. Budget revised to 9,134,435 CAD on 16 Dec 2030 and to 8,946,145 CAD on 7 Feb 2031. Approved on 15 Feb 2031. Site: Lot 568-G, Mont-Laurier. Supplier: BU-55G-3254. Rated capacity: 36.3 ha. Calibration constant: 30.0224. Status: Not cancelled, but not postponed. Contingency reserves require finance director approval. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nOstsel-4: Proposed by Milos Rousseau on 7 Sep 2030 with an initial budget of 6,009,480 CAD. Budget revised to 5,453,600 CAD on 26 Dec 2030 and to 5,628,235 CAD on 7 Apr 2031. Approved on 24 May 2031. Site: Lot 509-M, Mont-Laurier. Supplier: CT-24D-4130. Rated capacity: 17.39 km. Calibration constant: 41.3549. Status: Not cancelled, but postponed to 9 Jul 2031. Reviewed quarterly. Procurement follows three-quote rule for above threshold purchases. Capital expenditure tracked separately from operating costs. Environmental monitoring reports archived for 7 years. Printed copies uncontrolled; electronic record prevails.\n\nQuidra-11: Proposed by Casimir Lindqvist on 11 Apr 2030 with an initial budget of 4,234,000 CAD. Status: Not provided. No other details."
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added runs/raw/chains/E4_core_syn_03027_2000_A4_closed_qwen3b.json +278 −0
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5+ "3": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
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9+ "7": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
10+ "8": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1"
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added runs/raw/chains/E4_core_syn_03027_2000_A4_closed_qwen3b_llama3b.json +278 −0
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3+ "1": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
4+ "2": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review:** \n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
5+ "3": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review:**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
6+ "4": "**Capital Projects Register, Issue 680**\n\nThe following projects are under review: Sollith-7, Banurlun-13, and Lunlith-18.\n\n**Project Sollith-4:**\n\n- Proposed by Priyamvada Sørlie on 15 Aug 2030\n- Initial budget: 6,914,937 CAD\n- Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n- Approved on 14 Feb 2031\n- Site: Lot 596-B, Chibougamau\n- Supplier: WT-26M-9227\n- Launch postponed to 25 May 2031\n- Rated capacity: 14.59 MW\n- Calibration constant: 72.7163\n\n**Project Banurlun-12:**\n\n- Proposed by Nnamdi Varga on 21 Feb 2031\n- Initial budget: 1,787,610 CAD\n- Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n- Approved on 11 Jul 2031\n- Site: Lot 655-W, Gaspé\n- Supplier: ZZ-20U-3727\n- Cancelled\n- Rated capacity: 16.49 t\n- Calibration constant: 15.0054\n\n**Project Lunlith-13:**\n\n- Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n- Initial budget: 8,278,225 CAD\n- Revised budget: 8,244,865 CAD\n- Rejected on 17 Oct 2030\n- Site: Lot 247-S, Baie-Comeau\n- Supplier: DD-69N-1",
7+ "5": "**Capital Projects Register, Issue 680**\n\n- Projects under review: Sollith-7, Banurlun-13, Lunlith-18\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
8+ "6": "**Capital Projects Register, Issue 680**\n\nThe document lists projects under review: Sollith-7, Banurlun-13, and Lunlith-18. \n\nProject Sollith-4:\n- Proposed by Priyamvada Sørlie on 15 Aug 2030\n- Initial budget: 6,914,937 CAD\n- Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n- Approved on 14 Feb 2031\n- Site: Lot 596-B, Chibougamau\n- Supplier: WT-26M-9227\n- Launch postponed to 25 May 2031\n- Rated capacity: 14.59 MW\n- Calibration constant: 72.7163\n\nProject Banurlun-12:\n- Proposed by Nnamdi Varga on 21 Feb 2031\n- Initial budget: 1,787,610 CAD\n- Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n- Approved on 11 Jul 2031\n- Site: Lot 655-W, Gaspé\n- Supplier: ZZ-20U-3727\n- Cancelled\n- Rated capacity: 16.49 t\n- Calibration constant: 15.0054\n\nProject Lunlith-13:\n- Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n- Initial budget: 8,278,225 CAD\n- Revised budget: 8,244,865 CAD\n- Rejected on 17 Oct 2030\n- Site: Lot 247-S, Baie-Comeau\n- Supplier: DD-69N-1",
9+ "7": "**Capital Projects Register, Issue 680**\n\nProjects listed: Sollith-7, Banurlun-13, Lunlith-18.\n\n**Project Sollith-4:**\n- Proposed by Priyamvada Sørlie on 15 Aug 2030\n- Initial budget: 6,914,937 CAD\n- Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n- Approved on 14 Feb 2031\n- Site: Lot 596-B, Chibougamau\n- Supplier: WT-26M-9227\n- Launch postponed to 25 May 2031\n- Rated capacity: 14.59 MW\n- Calibration constant: 72.7163\n\n**Project Banurlun-12:**\n- Proposed by Nnamdi Varga on 21 Feb 2031\n- Initial budget: 1,787,610 CAD\n- Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n- Approved on 11 Jul 2031\n- Site: Lot 655-W, Gaspé\n- Supplier: ZZ-20U-3727\n- Cancelled\n- Rated capacity: 16.49 t\n- Calibration constant: 15.0054\n\n**Project Lunlith-13:**\n- Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n- Initial budget: 8,278,225 CAD\n- Revised budget: 8,244,865 CAD\n- Rejected on 17 Oct 2030\n- Site: Lot 247-S, Baie-Comeau\n- Supplier: DD-69N-1",
10+ "8": "**Capital Projects Register, Issue 680**\n\nThe document lists the following projects: Sollith-7, Banurlun-13, and Lunlith-18.\n\n**Project Sollith-4:**\n- Proposed by Priyamvada Sørlie on 15 Aug 2030\n- Initial budget: 6,914,937 CAD\n- Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n- Approved on 14 Feb 2031\n- Site: Lot 596-B, Chibougamau\n- Supplier: WT-26M-9227\n- Launch postponed to 25 May 2031\n- Rated capacity: 14.59 MW\n- Calibration constant: 72.7163\n\n**Project Banurlun-12:**\n- Proposed by Nnamdi Varga on 21 Feb 2031\n- Initial budget: 1,787,610 CAD\n- Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n- Approved on 11 Jul 2031\n- Site: Lot 655-W, Gaspé\n- Supplier: ZZ-20U-3727\n- Cancelled\n- Rated capacity: 16.49 t\n- Calibration constant: 15.0054\n\n**Project Lunlith-13:**\n- Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n- Initial budget: 8,278,225 CAD\n- Revised budget: 8,244,865 CAD\n- Rejected on 17 Oct 2030\n- Site: Lot 247-S, Baie-Comeau\n- Supplier: DD-69N-1"
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added runs/raw/chains/E4_core_syn_03027_2000_A4_repairable_qwen3b.json +285 −0
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2+ "hops": {
3+ "1": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
4+ "2": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
5+ "3": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
6+ "4": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
7+ "5": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
8+ "6": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
9+ "7": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1",
10+ "8": "**Capital Projects Register, Issue 680**\n\n- **Proposals under review (no attributes recorded):**\n - Sollith-7, Banurlun-13, Lunlith-18\n\n- **Project Sollith-4:**\n - Proposed by Priyamvada Sørlie on 15 Aug 2030\n - Initial budget: 6,914,937 CAD\n - Revised budgets: 6,056,150 CAD (8 Oct 2030), 8,010,205 CAD (7 Jan 2031)\n - Approved on 14 Feb 2031\n - Site: Lot 596-B, Chibougamau\n - Supplier: WT-26M-9227\n - Launch postponed to 25 May 2031\n - Rated capacity: 14.59 MW\n - Calibration constant: 72.7163\n\n- **Project Banurlun-12:**\n - Proposed by Nnamdi Varga on 21 Feb 2031\n - Initial budget: 1,787,610 CAD\n - Revised budgets: 1,960,300 CAD (14 Jun 2031), 2,021,900 CAD (23 Jun 2031)\n - Approved on 11 Jul 2031\n - Site: Lot 655-W, Gaspé\n - Supplier: ZZ-20U-3727\n - Cancelled\n - Rated capacity: 16.49 t\n - Calibration constant: 15.0054\n\n- **Project Lunlith-13:**\n - Proposed by Wilhelmina Ouellet-Marchand on 22 Jul 2030\n - Initial budget: 8,278,225 CAD\n - Revised budget: 8,244,865 CAD\n - Rejected on 17 Oct 2030\n - Site: Lot 247-S, Baie-Comeau\n - Supplier: DD-69N-1"
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modified runs/raw/remote/E4_core_shard0_m3u96b.jsonl +975 −0
@@ -2623,3 +2623,978 @@
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modified src/wp30/analysis/analyze.py +50 −20
@@ -43,7 +43,7 @@ def table_primary(df: pd.DataFrame, exp: str, sources: list[str]) -> pd.DataFram
43 rows.append({"family": fam, "pair": pair, "condition": cond, "method": g["method_id"].iloc[0], "access": g["question_access"].iloc[0], "n": q["n"], "n_docs": q["n_clusters"], 43 rows.append({"family": fam, "pair": pair, "condition": cond, "method": g["method_id"].iloc[0], "access": g["question_access"].iloc[0], "n": q["n"], "n_docs": q["n_clusters"],
44 "quality": q["mean"], "q_lo": q["lo"], "q_hi": q["hi"], "success_rate": ok, "payload_bytes_median": g["serialized_payload_bytes"].median(), 44 "quality": q["mean"], "q_lo": q["lo"], "q_hi": q["hi"], "success_rate": ok, "payload_bytes_median": g["serialized_payload_bytes"].median(),
45 "cache_bytes_median": g["cache_tensor_bytes"].median(), "cold_ms_p50": g["cost_cold_ms"].median(), "warm_ms_p50": g["cost_warm_query_ms"].median(), 45 "cache_bytes_median": g["cache_tensor_bytes"].median(), "cold_ms_p50": g["cost_cold_ms"].median(), "warm_ms_p50": g["cost_warm_query_ms"].median(),
46− "amortized_ms_p50": g["cost_amortized_ms"].median(), "ttft_ms_p50": g["ttft_ms"].median(), "peak_decode_mem_median": g["peak_decode_memory"].median(), 46+ "amortized_ms_p50": g["cost_amortized_ms"].median(), "ttft_ms_p50": g["ttft_ms"].median(), "peak_decode_mem_median": g["peak_decode_memory"].median(), "peak_cold_mem_median": g["peak_memory_cold"].median(),
47 "fetched_bytes_mean": g["fetched_bytes"].mean()}) 47 "fetched_bytes_mean": g["fetched_bytes"].mean()})
48 t = pd.DataFrame(rows).sort_values(["family", "pair", "condition"]) 48 t = pd.DataFrame(rows).sort_values(["family", "pair", "condition"])
49 TAB.mkdir(parents=True, exist_ok=True); p = TAB / f"{exp}_primary.csv"; t.to_csv(p, index=False); _prov(p, sources, "per-condition quality (cluster bootstrap CI) and resource medians") 49 TAB.mkdir(parents=True, exist_ok=True); p = TAB / f"{exp}_primary.csv"; t.to_csv(p, index=False); _prov(p, sources, "per-condition quality (cluster bootstrap CI) and resource medians")
@@ -107,57 +107,68 @@ def fig_quality_vs_bytes(df: pd.DataFrame, exp: str, sources, access_filter=None
107 107
108 def fig_quality_vs_latency(df: pd.DataFrame, exp: str, sources, name="fig3_quality_vs_latency_memory"): 108 def fig_quality_vs_latency(df: pd.DataFrame, exp: str, sources, name="fig3_quality_vs_latency_memory"):
109 _style() 109 _style()
110+ from matplotlib.ticker import NullFormatter
111+ df = df[(df["hardware_id"] == "laptop-m5max-48g") & (df["pair"].str.startswith("Qwen"))] # one machine, one pair: comparable timings
110 fams = [f for f in ["synthetic", "exec", "public_qasper", "public_2wikimqa"] if f in set(df["task_family"])] 112 fams = [f for f in ["synthetic", "exec", "public_qasper", "public_2wikimqa"] if f in set(df["task_family"])]
111− fig, axes = plt.subplots(2, len(fams), figsize=(3.1 * len(fams), 5.2), squeeze=False) 113+ fig, axes = plt.subplots(2, len(fams), figsize=(3.1 * len(fams), 5.6), squeeze=False)
112 for j, fam in enumerate(fams): 114 for j, fam in enumerate(fams):
113 d = df[df["task_family"] == fam] 115 d = df[df["task_family"] == fam]
114 for cond, g in d.groupby("condition"): 116 for cond, g in d.groupby("condition"):
115 m = g["method_id"].iloc[0]; q = g["quality_operational"].mean() 117 m = g["method_id"].iloc[0]; q = g["quality_operational"].mean()
116 if m == "A0": continue 118 if m == "A0": continue
117 axes[0][j].scatter(g["cost_cold_ms"].median(), q, marker=_mk(m, g["bits"].iloc[0]), color=METHOD_COLOR.get(m, "#444"), s=22, facecolors="white" if m.startswith("B") else METHOD_COLOR.get(m, "#444"), lw=0.9) 119 axes[0][j].scatter(g["cost_cold_ms"].median(), q, marker=_mk(m, g["bits"].iloc[0]), color=METHOD_COLOR.get(m, "#444"), s=22, facecolors="white" if m.startswith("B") else METHOD_COLOR.get(m, "#444"), lw=0.9)
118− axes[1][j].scatter(g["peak_decode_memory"].median() / 1e9, q, marker=_mk(m, g["bits"].iloc[0]), color=METHOD_COLOR.get(m, "#444"), s=22, facecolors="white" if m.startswith("B") else METHOD_COLOR.get(m, "#444"), lw=0.9) 120+ axes[1][j].scatter(g["peak_memory_cold"].median() / 1e9, q, marker=_mk(m, g["bits"].iloc[0]), color=METHOD_COLOR.get(m, "#444"), s=22, facecolors="white" if m.startswith("B") else METHOD_COLOR.get(m, "#444"), lw=0.9)
119− axes[0][j].set_xscale("log"); axes[0][j].set_title(fam.replace("public_", ""), fontsize=8.5); axes[0][j].set_xlabel("cold end-to-end latency, ms (log)"); axes[1][j].set_xlabel("peak MLX memory during trial, GB") 121+ axes[0][j].set_xscale("log"); axes[0][j].xaxis.set_minor_formatter(NullFormatter()); axes[0][j].set_title(fam.replace("public_", ""), fontsize=8.5); axes[0][j].set_xlabel("cold latency, ms (log)"); axes[1][j].set_xlabel("peak MLX memory incl. build, GB")
120 axes[0][j].set_ylim(-0.03, 1.03); axes[1][j].set_ylim(-0.03, 1.03) 122 axes[0][j].set_ylim(-0.03, 1.03); axes[1][j].set_ylim(-0.03, 1.03)
121 axes[0][0].set_ylabel("quality"); axes[1][0].set_ylabel("quality") 123 axes[0][0].set_ylabel("quality"); axes[1][0].set_ylabel("quality")
122− fig.suptitle("Quality vs cold latency (top) and peak memory (bottom); all model pairs pooled", fontsize=9.5) 124+ present = set(df["method_id"])
125+ handles = [plt.Line2D([], [], marker=_mk(m, None), color=METHOD_COLOR[m], ls="", ms=5, mfc="white" if m.startswith("B") else None, label=LABELS[m] + (" 8-bit" if m == "B2" else "")) for m in ["A1", "A2", "A3", "A4", "A5", "A6", "A7", "A8", "B0", "B1", "B2", "B3", "B4", "B5", "B6", "B9"] if m in present]
126+ if ((df["method_id"] == "B2") & (df["bits"] == 4)).any(): handles.append(plt.Line2D([], [], marker="p", color=METHOD_COLOR["B2"], ls="", ms=5, mfc="white", label="B2 packed quant 4-bit"))
127+ fig.legend(handles=handles, loc="lower center", ncol=6, fontsize=7, bbox_to_anchor=(0.5, -0.07))
128+ fig.subplots_adjust(hspace=0.45)
129+ fig.suptitle("Quality vs cold latency (top) and peak MLX memory (bottom) - Qwen2.5-3B pair on the laptop (models resident: ~6.5 GB baseline)", fontsize=9)
123 _save_fig(fig, name, sources) 130 _save_fig(fig, name, sources)
124 131
125 def fig_latency_decomposition(df: pd.DataFrame, exp: str, sources, name="fig4_latency_decomposition"): 132 def fig_latency_decomposition(df: pd.DataFrame, exp: str, sources, name="fig4_latency_decomposition"):
126 _style() 133 _style()
127− d = df[(df["task_family"] == "synthetic") & (df["status"] == "success")] 134+ d = df[(df["task_family"] == "synthetic") & (df["status"] == "success") & (df["hardware_id"] == "laptop-m5max-48g") & (df["pair"].str.startswith("Qwen"))]
128− conds = [c for c in ["A1", "A4|budget_tokens=512|blind", "A5|budget_tokens=512|blind", "A7|codec=zstd", "B0", "B1", "B2|bits=8", "B3|keep_frac=0.25", "B5|keep_frac=0.25|aware"] if c in set(d["condition"])] 135+ conds = [c for c in ["A1", "A3|budget_tokens=512|aware", "A4|budget_tokens=512|blind", "A5|budget_tokens=512|blind", "A7|codec=zstd", "A8|budget_tokens=512|blind", "B0", "B1", "B2|bits=8", "B3|keep_frac=0.25", "B5|keep_frac=0.25|aware", "B6|keep_frac=0.25|aware"] if c in set(d["condition"])]
129 comps = [("span_encode_ms", "sender encode (text)"), ("span_doc_prefill_ms", "document prefill (cache)"), ("span_compress_ms", "compress/select"), ("span_serialize_ms", "serialize"), ("span_load_ms", "deserialize/load"), ("span_receiver_prefill_ms", "receiver prefill"), ("ttft_ms", "query prefill→first token"), ("span_decode_ms", "decode")] 136 comps = [("span_encode_ms", "sender encode (text)"), ("span_doc_prefill_ms", "document prefill (cache)"), ("span_compress_ms", "compress/select"), ("span_serialize_ms", "serialize"), ("span_load_ms", "deserialize/load"), ("span_receiver_prefill_ms", "receiver prefill"), ("ttft_ms", "query prefill→first token"), ("span_decode_ms", "decode")]
130 cols = ["#2a78d6", "#6250d6", "#1baf7a", "#eda100", "#e87ba4", "#eb6834", "#008300", "#7a7a78"] 137 cols = ["#2a78d6", "#6250d6", "#1baf7a", "#eda100", "#e87ba4", "#eb6834", "#008300", "#7a7a78"]
131− fig, ax = plt.subplots(figsize=(7.2, 3.2)) 138+ fig, ax = plt.subplots(figsize=(7.2, 3.8))
132 for i, c in enumerate(conds): 139 for i, c in enumerate(conds):
133 g = d[d["condition"] == c]; left = 0 140 g = d[d["condition"] == c]; left = 0
134 for (col, lab), color in zip(comps, cols): 141 for (col, lab), color in zip(comps, cols):
142+ if col == "span_encode_ms" and c.startswith("B"):
143+ continue # for cache methods the encode span is the sum of the components plotted separately
135 v = g[col].median() if col in g and g[col].notna().any() else 0.0 144 v = g[col].median() if col in g and g[col].notna().any() else 0.0
136 if v and v > 0: 145 if v and v > 0:
137− ax.barh(i, v, left=left, color=color, height=0.6, label=lab if i == 0 else None, edgecolor="white", linewidth=0.8); left += v 146+ ax.barh(i, v, left=left, color=color, height=0.6, edgecolor="white", linewidth=0.8); left += v
138 ax.set_yticks(range(len(conds))); ax.set_yticklabels([c.replace("|", " ") for c in conds], fontsize=7.5); ax.invert_yaxis(); ax.set_xlabel("median span duration, ms (serial accounting; one question per document build)") 147 ax.set_yticks(range(len(conds))); ax.set_yticklabels([c.replace("|", " ") for c in conds], fontsize=7.5); ax.invert_yaxis(); ax.set_xlabel("median span duration, ms (serial accounting; one question per document build)")
139− ax.legend(fontsize=7, ncol=4, loc="lower right"); ax.set_title("Latency decomposition — synthetic, cold scenario (document build counted once)", fontsize=9) 148+ ax.legend(handles=[plt.Rectangle((0, 0), 1, 1, color=c) for c in cols], labels=[lab for _, lab in comps], fontsize=7, ncol=4, loc="upper center", bbox_to_anchor=(0.5, -0.22)); ax.set_title("Latency decomposition - synthetic family, Qwen2.5-3B on the laptop, cold scenario (document build counted once)", fontsize=8.5)
140 _save_fig(fig, name, sources) 149 _save_fig(fig, name, sources)
141 150
142 def fig_handoffs(df: pd.DataFrame, exp: str, sources, name="fig5_handoffs"): 151 def fig_handoffs(df: pd.DataFrame, exp: str, sources, name="fig5_handoffs"):
143 _style() 152 _style()
144 d = df[df["topology"].astype(str).str.startswith("chain")] 153 d = df[df["topology"].astype(str).str.startswith("chain")]
145 if d.empty: return 154 if d.empty: return
146− fig, axes = plt.subplots(1, 3, figsize=(9.6, 2.8)) 155+ fig, axes = plt.subplots(1, 3, figsize=(9.6, 3.4))
147− for cid, g in d.groupby("run_group_id"):
148− pass
149 d["chain"] = d["run_group_id"].str.split(":").str[1] 156 d["chain"] = d["run_group_id"].str.split(":").str[1]
150 for chain, g in d.groupby("chain"): 157 for chain, g in d.groupby("chain"):
151− rep = g["method_id"].iloc[0]; mode = g["topology"].iloc[0].replace("chain_", "") 158+ rep = g["method_id"].iloc[0]; mode = g["topology"].iloc[0].replace("chain_", ""); agents = chain.split("|")[-1]
152− color = "#eda100" if rep == "A5" else "#2a78d6"; ls = "-" if mode == "closed" else "--" 159+ alt = "-" in agents
160+ color = "#eda100" if rep == "A5" else "#2a78d6"; ls = "-" if mode == "closed" else "--"; mk = "s" if alt else "o"
153 hop = g.groupby("handoff_index") 161 hop = g.groupby("handoff_index")
154 ret = hop["retention_rate"].mean(); uns = hop["unsupported"].mean(); acc = hop["quality_operational"].mean() 162 ret = hop["retention_rate"].mean(); uns = hop["unsupported"].mean(); acc = hop["quality_operational"].mean()
155− axes[0].plot(ret.index, ret.values, ls, color=color, marker="o", ms=4, label=f"{rep} {mode}") 163+ lab = f"{rep} {mode}" + (" (Qwen/Llama alternating)" if alt else " (Qwen)")
156− axes[1].plot(uns.index, uns.values, ls, color=color, marker="o", ms=4) 164+ axes[0].plot(ret.index, ret.values, ls, color=color, marker=mk, ms=4, label=lab, mfc="white" if alt else None)
157− axes[2].plot(acc.index, acc.values, ls, color=color, marker="o", ms=4) 165+ axes[1].plot(uns.index, uns.values, ls, color=color, marker=mk, ms=4, mfc="white" if alt else None)
158− for ax, t in zip(axes, ["retained correct facts (ledger)", "unsupported numbers + identifiers per message", "question accuracy from message"]): 166+ axes[2].plot(acc.index, acc.values, ls, color=color, marker=mk, ms=4, mfc="white" if alt else None)
167+ for ax, t in zip(axes, ["retained ledger facts (share of 62)", "unsupported numbers/ids per message", "answer accuracy (15 question types)"]):
159 ax.set_xlabel("handoffs"); ax.set_title(t, fontsize=8.5); ax.set_xticks(sorted(d["handoff_index"].unique())) 168 ax.set_xlabel("handoffs"); ax.set_title(t, fontsize=8.5); ax.set_xticks(sorted(d["handoff_index"].unique()))
160− axes[0].set_ylim(0, 1.02); axes[2].set_ylim(0, 1.02); axes[0].legend(fontsize=7) 169+ axes[0].set_ylim(0, 1.02); axes[2].set_ylim(0, 1.02); axes[1].set_ylim(0, 0.3)
170+ fig.subplots_adjust(bottom=0.3, wspace=0.3)
171+ fig.legend(*axes[0].get_legend_handles_labels(), loc="lower center", ncol=3, fontsize=7, bbox_to_anchor=(0.5, 0.0))
161 _save_fig(fig, name, sources, "means over documents; chains defined in configs/chains*.yaml") 172 _save_fig(fig, name, sources, "means over documents; chains defined in configs/chains*.yaml")
162 173
163 def fig_breakeven(net_rows: list[dict], exp: str, sources, name="fig6_breakeven"): 174 def fig_breakeven(net_rows: list[dict], exp: str, sources, name="fig6_breakeven"):
@@ -263,6 +274,25 @@ def main(protocol_path: str) -> int:
263 q = cluster_bootstrap_mean(g, "quality_operational", n_boot=500) 274 q = cluster_bootstrap_mean(g, "quality_operational", n_boot=500)
264 rows.append({"family": fam, "provider_model": recv, "condition": cond, "quality": q["mean"], "lo": q["lo"], "hi": q["hi"], "n": q["n"], "cost_usd_mean": g["cost_usd"].mean(), "ttft_ms_p50": g["ttft_ms"].median(), "total_ms_p50": g["total_wall_ms"].median(), "success_rate": (g["status"] == "success").mean()}) 275 rows.append({"family": fam, "provider_model": recv, "condition": cond, "quality": q["mean"], "lo": q["lo"], "hi": q["hi"], "n": q["n"], "cost_usd_mean": g["cost_usd"].mean(), "ttft_ms_p50": g["ttft_ms"].median(), "total_ms_p50": g["total_wall_ms"].median(), "success_rate": (g["status"] == "success").mean()})
265 t = pd.DataFrame(rows); p = TAB / "ED_hosted.csv"; t.to_csv(p, index=False); _prov(p, src, "hosted receivers; cost estimated from provider price tables") 276 t = pd.DataFrame(rows); p = TAB / "ED_hosted.csv"; t.to_csv(p, index=False); _prov(p, src, "hosted receivers; cost estimated from provider price tables")
277+ if "E7_qtypes" in exps:
278+ d7 = load_experiments(["E7_qtypes.jsonl"]); src7 = ["runs/raw/E7_qtypes.jsonl"]
279+ rows = []
280+ for (cond, qt, pair), g in d7.groupby(["condition", "qtype", "pair"]):
281+ q = cluster_bootstrap_mean(g, "quality_operational", n_boot=500); rows.append({"condition": cond, "qtype": qt, "pair": _short_pair(pair), "quality": q["mean"], "lo": q["lo"], "hi": q["hi"], "n": q["n"], "abstained": g["abstained"].mean()})
282+ t7 = pd.DataFrame(rows); p = TAB / "E7_qtypes.csv"; t7.to_csv(p, index=False); _prov(p, src7, "EXPLORATORY: question types 6-15 on synthetic test documents")
283+ _style(); fig, axes = plt.subplots(1, 2, figsize=(9.4, 3.4), sharey=True)
284+ qorder = ["negation", "revision", "temporal", "aggregation", "unit_conversion", "unanswerable"]
285+ for ax, pair in zip(axes, sorted(t7["pair"].unique())):
286+ d = t7[t7["pair"] == pair]
287+ conds = [c for c in ["A1", "A3|budget_tokens=512|blind", "A4|budget_tokens=512|blind", "A5|budget_tokens=512|blind", "B2|bits=8", "B3|keep_frac=0.25", "B5|keep_frac=0.25|aware"] if c in set(d["condition"])]
288+ w = 0.8 / max(1, len(conds)); x = np.arange(len(qorder))
289+ for i, c in enumerate(conds):
290+ m = c.split("|")[0]; vals = [d[(d["condition"] == c) & (d["qtype"] == qt)]["quality"].mean() if ((d["condition"] == c) & (d["qtype"] == qt)).any() else np.nan for qt in qorder]
291+ ax.bar(x + (i - len(conds) / 2 + 0.5) * w, vals, w, color=METHOD_COLOR.get(m, "#444"), alpha=0.95 if c in ("A1", "A4|budget_tokens=512|blind", "A5|budget_tokens=512|blind") else 0.6, edgecolor="white", linewidth=0.5, label=LABELS.get(m, m) + (" 8-bit" if m == "B2" else "") + (" (aware)" if "aware" in c else ""))
292+ ax.set_xticks(x); ax.set_xticklabels([q.replace("_", "\n") for q in qorder], fontsize=7.5); ax.set_title(f"{pair}", fontsize=8.5); ax.set_ylim(0, 1.02)
293+ axes[0].set_ylabel("accuracy"); axes[0].legend(fontsize=6.5, ncol=2, loc="upper center", bbox_to_anchor=(1.05, -0.2))
294+ fig.suptitle("EXPLORATORY E7: question types not covered by the core (synthetic test, 40 documents)", fontsize=9)
295+ _save_fig(fig, "figA_qtypes_exploratory", src7, "exploratory extension A-004")
266 r8 = TAB / "E8_router_summary.csv" 296 r8 = TAB / "E8_router_summary.csv"
267 if r8.exists(): 297 if r8.exists():
268 _style(); S = pd.read_csv(r8) 298 _style(); S = pd.read_csv(r8)
modified src/wp30/analysis/latex_tables.py +28 −0
@@ -28,6 +28,34 @@ def main():
28 t2 = pd.read_csv(TAB / "table2_models.csv")[["alias", "repo", "revision", "layers", "kv_heads", "q_heads", "head_dim", "max_pos", "cache_bytes_per_token_bf16", "prefill_ms_8k", "prefill_ms_16k"]] 28 t2 = pd.read_csv(TAB / "table2_models.csv")[["alias", "repo", "revision", "layers", "kv_heads", "q_heads", "head_dim", "max_pos", "cache_bytes_per_token_bf16", "prefill_ms_8k", "prefill_ms_16k"]]
29 t2.columns = ["alias", "checkpoint", "rev.", "L", "H_kv", "H_q", "d_h", "max pos", "cache B/token", "prefill 8k", "prefill 16k"]; df_to_tex(t2, OUT / "table2_models.tex", "llllllllrrr") 29 t2.columns = ["alias", "checkpoint", "rev.", "L", "H_kv", "H_q", "d_h", "max pos", "cache B/token", "prefill 8k", "prefill 16k"]; df_to_tex(t2, OUT / "table2_models.tex", "llllllllrrr")
30 t3 = pd.read_csv(TAB / "table3_datasets.csv"); df_to_tex(t3, OUT / "table3_datasets.tex", "llrrr", "{:.0f}") 30 t3 = pd.read_csv(TAB / "table3_datasets.csv"); df_to_tex(t3, OUT / "table3_datasets.tex", "llrrr", "{:.0f}")
31+ pr = TAB / "E1_core_primary.csv"
32+ if pr.exists():
33+ tp = pd.read_csv(pr)
34+ tp["pair_s"] = tp["pair"].map({"Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16": "Qwen", "Llama-3.2-3B-Instruct-bf16->Llama-3.2-3B-Instruct-bf16": "Llama"}).fillna(tp["pair"])
35+ tp["fam_s"] = tp["family"].str.replace("public_", "")
36+ tp["cell"] = tp.apply(lambda r: f"{100*r.quality:.0f} [{100*r.q_lo:.0f},{100*r.q_hi:.0f}]", axis=1)
37+ tp["cond_s"] = tp["condition"].str.replace("budget_tokens=512", "512", regex=False).str.replace("keep_frac=0.25", "1/4", regex=False).str.replace("|max_fetch_bytes=2000|max_lookups=6", "", regex=False).str.replace("policy=attention", "att", regex=False).str.replace("codec=zstd", "zstd", regex=False).str.replace("|", " ", regex=False)
38+ piv = tp.pivot_table(index="cond_s", columns=["fam_s", "pair_s"], values="cell", aggfunc="first")
39+ piv = piv.reindex(columns=[(f, p) for f in ["synthetic", "exec", "qasper", "2wikimqa"] for p in ["Qwen", "Llama"]])
40+ piv.columns = [f"{f} {p}" for f, p in piv.columns]
41+ order = sorted(piv.index, key=lambda c: (c[0], c))
42+ piv = piv.loc[order].reset_index().rename(columns={"cond_s": "condition"}).fillna("--")
43+ df_to_tex(piv, OUT / "table_primary.tex", "l" + "r" * (len(piv.columns) - 1))
44+ hh = TAB / "E4_core_handoffs.csv"
45+ if hh.exists():
46+ th = pd.read_csv(hh)
47+ th["chain_s"] = th["chain"].str.replace("qwen3b-llama3b", "Qwen/Llama alt.", regex=False).str.replace("qwen3b", "Qwen", regex=False).str.replace("|", " ", regex=False)
48+ th["accuracy_ci"] = th.apply(lambda r: f"{100*r.accuracy:.0f} [{100*r.acc_lo:.0f},{100*r.acc_hi:.0f}]", axis=1)
49+ th["retention_ci"] = th.apply(lambda r: f"{100*r.retention:.0f} [{100*r.ret_lo:.0f},{100*r.ret_hi:.0f}]", axis=1)
50+ out = th[["chain_s", "handoffs", "accuracy_ci", "retention_ci", "unsupported_mean", "msg_bytes_mean", "fetched_bytes_mean"]].rename(columns={"chain_s": "chain", "accuracy_ci": "accuracy (\\%)", "retention_ci": "retained facts (\\%)", "unsupported_mean": "unsupported/msg", "msg_bytes_mean": "message B", "fetched_bytes_mean": "fetched B"})
51+ df_to_tex(out, OUT / "table_handoffs.tex", "llrrrrr", "{:,.2f}")
52+ ff = TAB / "E5_core_fanin.csv"
53+ if ff.exists():
54+ tf = pd.read_csv(ff)
55+ tf["cell"] = tf.apply(lambda r: f"{100*r.quality:.0f} [{100*r.lo:.0f},{100*r.hi:.0f}]", axis=1)
56+ tf["method"] = tf["condition"].str.replace("|k=", " k=", regex=False).str.replace("cache_concat_negative_control", "cache concat (neg. control)", regex=False).str.replace("_", " ", regex=False)
57+ piv = tf.pivot_table(index="method", columns="qtype", values="cell", aggfunc="first").reset_index().fillna("--")
58+ df_to_tex(piv, OUT / "table_fanin.tex", "l" + "r" * (len(piv.columns) - 1))
31 h = TAB / "ED_hosted.csv" 59 h = TAB / "ED_hosted.csv"
32 if h.exists(): 60 if h.exists():
33 th = pd.read_csv(h) 61 th = pd.read_csv(h)
modified src/wp30/analysis/load.py +3 −1
@@ -51,7 +51,7 @@ def flatten(r: dict) -> dict:
51 sc = r.get("task_scores") or {} 51 sc = r.get("task_scores") or {}
52 cc = r.get("compression_config") or {} 52 cc = r.get("compression_config") or {}
53 out = {k: r.get(k) for k in ["experiment_id", "trial_id", "attempt_id", "timestamp_utc", "run_group_id", "task_family", "document_id", "question_id", "split", "cluster_id", "method_id", 53 out = {k: r.get(k) for k in ["experiment_id", "trial_id", "attempt_id", "timestamp_utc", "run_group_id", "task_family", "document_id", "question_id", "split", "cluster_id", "method_id",
54− "question_access", "topology", "handoff_index", "reuse_count", "status", "error_code", "serialized_payload_bytes", "message_utf8_bytes", 54+ "question_access", "topology", "handoff_index", "hardware_id", "reuse_count", "status", "error_code", "serialized_payload_bytes", "message_utf8_bytes",
55 "cache_tensor_bytes", "fetched_bytes", "total_wall_ms", "ttft_ms", "peak_prefill_memory", "peak_decode_memory", "prediction_artifact", "protocol_hash"]} 55 "cache_tensor_bytes", "fetched_bytes", "total_wall_ms", "ttft_ms", "peak_prefill_memory", "peak_decode_memory", "prediction_artifact", "protocol_hash"]}
56 out["sender"] = (r.get("sender_model_revision") or "").split("@")[0].split("/")[-1] 56 out["sender"] = (r.get("sender_model_revision") or "").split("@")[0].split("/")[-1]
57 out["receiver"] = (r.get("receiver_model_revision") or "").split("@")[0].split("/")[-1] 57 out["receiver"] = (r.get("receiver_model_revision") or "").split("@")[0].split("/")[-1]
@@ -70,6 +70,8 @@ def flatten(r: dict) -> dict:
70 if isinstance(ev, dict) and "ledger" in ev: 70 if isinstance(ev, dict) and "ledger" in ev:
71 L = ev["ledger"]; out["retention_rate"] = L["retention_rate"]; out["unsupported"] = L["unsupported_numbers"] + L["unsupported_identifiers"]; out["distorted"] = L["distorted_sentences"]; out["msg_bytes_hop"] = L["message_bytes"] 71 L = ev["ledger"]; out["retention_rate"] = L["retention_rate"]; out["unsupported"] = L["unsupported_numbers"] + L["unsupported_identifiers"]; out["distorted"] = L["distorted_sentences"]; out["msg_bytes_hop"] = L["message_bytes"]
72 out.update(_scenario_costs(r)) 72 out.update(_scenario_costs(r))
73+ pp, pdm = r.get("peak_prefill_memory"), r.get("peak_decode_memory")
74+ out["peak_memory_cold"] = max([x for x in (pp, pdm) if x is not None], default=None) # cache methods: include the document-build peak
73 sp = r.get("timing_spans") or {} 75 sp = r.get("timing_spans") or {}
74 for k in ["encode_ms", "doc_prefill_ms", "compress_ms", "serialize_ms", "load_ms", "receiver_prefill_ms", "query_prefill_ms", "decode_ms", "sender_prefill_ms"]: 76 for k in ["encode_ms", "doc_prefill_ms", "compress_ms", "serialize_ms", "load_ms", "receiver_prefill_ms", "query_prefill_ms", "decode_ms", "sender_prefill_ms"]:
75 out["span_" + k] = sp.get(k) 77 out["span_" + k] = sp.get(k)
76 78
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