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Results for “training”

Index built 39 min ago · 178 repositories · 86,198 paths

Repositories 2

forge C++
Forge — LLM training from scratch in pure C++20 + Metal on Apple Silicon.

llm training cpp metal apple-silicon
forge-studio Swift
The Instruments of LLM training — a native macOS cockpit for Forge. Train language models from scratch on Apple Silicon without a terminal.

macos swift ai mlx training

Files 20

docs/TRAINING-RESEARCH.md
zyquo-mlx · main
ForgeStudio/Charts/TrainingChartView.swift
forge-studio · main
Sources/ZyquoMLX/Training/TrainingService.swift
zyquo-mlx · main
chapters/02-training.tex
artificial-neural-networks-book · main
paper/figures/fig_main_training.pdf
wp41_uqo · main
paper/figures/fig_main_training.png
wp41_uqo · main
paper/figures/fig_pilot_training.pdf
wp41_uqo · main
paper/figures/fig_pilot_training.png
wp41_uqo · main
catboost_info/catboost_training.json
wp26_uqo · main
training/common.py
wp31_uqo · main
training/__init__.py
wp31_uqo · main
training/pretrain.py
wp31_uqo · main
training/train_editor.py
wp31_uqo · main
training/train_controller.py
wp31_uqo · main
training/collect_interventions.py
wp31_uqo · main
src/wp_ai_0001/training/__init__.py
wpai0001_uqo · main
src/wp_ai_0001/training/train_toy.py
wpai0001_uqo · main
Sources/ZyquoMLX/Training/RunStore.swift
zyquo-mlx · main
Sources/ZyquoMLX/Training/HyperParams.swift
zyquo-mlx · main
Sources/ZyquoMLX/Training/MetricsStream.swift
zyquo-mlx · main

Commits 3

README content 11

forge
🔥 Forge LLM training from scratch — pure C++20 + Metal on Apple Silicon No PyTorch. No MLX. No ML dependencies. Just C++, Metal kernels, and a JSON parser. 📄 Paper · 🔬 Research notes · 📐 Spec ✨ What this is A complet…
forge-studio
🔥 Forge Studio The Instruments of LLM training — a native macOS cockpit for Forge Train language models from scratch on Apple Silicon without ever opening a terminal. Pick a dataset, shape an architecture, hit Start — a…
wpai0001_uqo
…be transplanted into a recipient that demonstrably lacks it, without full model training? This repository holds the preregistered protocol, the experiment harness (toy transformers with exact hook semantics; MLX/Transfor…
wp31_uqo
…verified bibliography + novelty audit · manifests + metrics (checkpoints on the training nodes) · raw/analyzed/tables/figures · LaTeX + PDF · environment, cards, run index, audit · , , . 🚀 Quick start…
wp3_uqo
…ing rounds : held out state R² 0.550 at 75 rounds → 0.425 at 1,000 while within training R² keeps rising. SHAP rankings are model stable (Spearman ρ = 0.89–0.99) but not structural: the 3rd ranked feature is a state iden…
wp11_uqo
…ice profiles: quadratic OLS vs gradient boosting learning curves: MdAPE against training set size MdAPE by market segment (random holdout) forward in time MdAPE by test quarter (distance from the training window) Tables…
wp9_uqo
…m, bedrooms ≈ 0. Out of sample: MdAPE 15.6% (R² 0.77) in neighbourhoods seen in training, 17.3% (R² 0.74) in neighbourhoods never seen when the FSA effect is interpolated from its neighbours. 📌 Status Item Value Version…
localvm-research
…ose memory requirements exceed a consumer Apple Silicon Mac be transformed post training into an execution representation whose instantaneous working set is dramatically smaller than the full checkpoint — while preservin…
llmindex
…%+ on saturated benchmarks (zero discrimination), and fixed test sets leak into training data (contamination). LLM Index is engineered against both, from the psychometrics up: 🎯 IRT 2PL scoring Every item has a fitted d…
artificial-neural-networks-book
…rict organizing principle: Every architecture = rigorous equations + estimation/training algorithm + faithful graphical representation. Every single figure is drawn natively in TikZ/pgfplots — no imported images — so eac…
zyquo-mlx
…els you ask for 📸 Screenshots Light — model library Dark — derived forge theme Training run — live loss curves, console, checkpoints Playground — streaming chat with live stats ⚡ Measured performance (M5 Max, 48 GB) Tas…