Karpathy's AutoResearch with Memory-in-the-Loop States by The Adimension#302

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habanwer wants to merge 11 commits intokarpathy:masterfrom

habanwer:autoresearch/memory-in-the-loop

Commits on Mar 16, 2026

ground.json [NEW] — externalize platform config from karpathy/autoresearch prepare.py
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model.json [NEW] — externalize hyperparameters from karpathy/autoresearch train.py
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prepare.py [MODIFIED +125/-17] — add GPU platform detection, read config from ground.json
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train.py [MODIFIED +194/-55] — load from model.json, import PLATFORM, GPU-safe numerics
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program.md [MODIFIED +96/-114] — structured agent protocol replacing free-form narrative
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.gitignore [MODIFIED +5/-2] — update ignore rules for multi-GPU workflow
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analysis.ipynb [MODIFIED metadata] — update kernel to Python 3.12.10
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README.md [MODIFIED] — add Memory-in-the-Loop fork introduction with DEITY Principles mapping
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Commits on Mar 17, 2026

Address review feedback: fix eval_steps guard, ground.json validation, PLATFORM[compile] honoring, rotary dtype cast, unused imports, TSV header format, README grammar, notebook version alignment
habanwer
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Commits on Mar 18, 2026