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ValoPlex — moteur d'évaluation spécialisé pour les plex au Québec, petit frère de Vrai-Prix.

ValoPlex La vraie valeur de votre plex, porte par porte. Le moteur d'évaluation spécialisé plex du Québec — 393 867 immeubles de 2 logements et plus, 1 733 744 portes, un modèle hédonique en ratio à l'épreuve des échelle…

…erators) 51.5 TFLOPS 🎯 Flash attention backward speedup 15.2× 📉 Validation perplexity (12M, 1 epoch TinyStories) 20.27 ✅ CPU↔Metal parity checks 85 passing 🎓 Trained model — 12.2M params, one epoch, 8 minutes Validati…

…ocess into a collapsible "Thinking…" section, kept separate from the answer. Perplexity citations rendered as numbered, clickable source chips under the answer. Message actions on hover or right click: copy, edit & resen…

…· 17 administrative regions · major municipalities × {all, unifamilial, condo, plex} %20%2B%20weekly%20(research) 8a2be2?style=flat square) orange?style=flat square) Author : Simon Pierre Boucher — contact@spboucher.ai…

…time la valeur marchande de n'importe quelle propriété du Québec (unifamiliale, plex, condo, chalet, terrain) et montre pourquoi — chaque comparable, chaque ajustement en dollars, la pondération du modèle, la fourchette…

…Brochu, GParadis, CAPREIT, Lokalia, Immoappart, OK Louer, et une douzaine de complexes (Huma, Le Clif, Terra, La Klé, Sentinelle, Rivero, Viridi, Quartier les Éléments…). Grand Montréal — Akelius, InterRent, Boardwalk, M…

…ve categories — houses (17,089), condos (8,586), land (8,506), rentals (8,240), plexes (4,058). Each row carries structured fields (price, bedrooms, bathrooms) plus a full JSON blob including the agent written . The anal…

…s as connected points Hover crosshair with a full callout: step, train, EMA, perplexity, val Pinch zoom & pan on X, double click to reset, and a "follow live ⏵" pill that re pins the window to incoming data after you've…

…oblem+json, OpenAPI 🕸️ Schema first, DataLoader vs N+1, cursor connections, complexity limits 📡 HMAC signing, backoff retries, idempotent delivery, DLQ 📤 Presigned URLs, magic byte validation, streaming, resumable upl…

…(MLS cité) + 4 inscriptions concurrentes 1003·TP3 (10 %) Méthode du revenu — triplex de Hull Inscription réelle (MLS cité) · TAL 2026 · MRB observés 1033·TP1 (10 %) Évaluation d'un terrain vacant 3 terrains réellement en…

…DashScope , Anthropic blocks — shown in a collapsible Thought process panel. Perplexity citations ( + merged) rendered as numbered, clickable chips. Auto retry with backoff on 429/5xx (honors ), typed human readable erro…

…opic wants and content blocks; Gemini wants and camelCase; Mistral renames ; Perplexity ends its streams with a non spec event. Your tools — SDKs, CLIs, IDE plugins, agents — mostly speak one dialect: the OpenAI API. Zyq…

…rok) Mistral Google Gemini Alibaba Qwen (DashScope) DeepSeek Kimi (Moonshot) Perplexity Together AI DeepInfra Cerebras Every provider/model was live verified end to end — see Verification. 💻 Requirements macOS 13.0 (Ven…

…� Mistral 🔵 Google Gemini 🟡 Alibaba Qwen 🐋 DeepSeek 🌙 Kimi (Moonshot) 🔍 Perplexity 🤝 Together AI ☁️ DeepInfra ⚡ Cerebras Plus custom OpenAI compatible endpoints . Two clients cover everything: a native ( , / blocks…