9e2fe0cae6
- Create python directory with data/, model/ subdirectories - Implement LinearEval(61072->1) model - Add config, constants, feature_extractor - Add tests with 4 passing test cases
19 lines
456 B
Markdown
19 lines
456 B
Markdown
# Chess NNUE Distillation
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Train a single linear layer on Stockfish's NNUE features.
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## Quick Start
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```bash
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cd python
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source .venv/bin/activate
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pip install torch --index-url https://download.pytorch.org/whl/cu121
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pip install numpy python-chess tqdm matplotlib h5py joblib pytest
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python train_full.py
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```
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## Architecture
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- Input: 61,072 features (352 HalfKAv2_hm + 60,720 FullThreats)
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- Output: 1 scalar (centipawns)
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- Optimizer: Adam (lr=1e-3, wd=1e-4) |