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README.md
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- lichess-bot
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---
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#
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**
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It is designed to be simple to run, easy to plug into `lichess-bot`, and useful as a compact baseline for **search-free neural chess play**.
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## Performance
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```text
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No alpha-beta search
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## Use with lichess-bot
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-
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Example layout:
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```text
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lichess-bot/
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engines/
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joey_engine.sh
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uci_engine.py
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model.py
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```yaml
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engine:
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dir: "./engines/
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name: "joey_engine.sh"
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debug: false
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working_dir: "./engines/
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protocol: "uci"
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ponder: false
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uci_options: {}
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silence_stderr: false
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```
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For pure
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```yaml
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online_moves:
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## Citation
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```bibtex
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@misc{
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title = {
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author = {Joey},
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year = {2026},
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howpublished = {https://huggingface.co/Joeyfully/chess-stockfish-il-10m-d10-mpv5}
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- lichess-bot
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---
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# ChessResNet-30M
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**ChessResNet-30M** is a lightweight neural chess engine distilled from Stockfish-labeled positions.
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It is designed to be simple to run, easy to plug into `lichess-bot`, and useful as a compact baseline for **search-free neural chess play**.
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## Performance
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ChessResNet is evaluated as a **pure neural engine**:
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```text
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No alpha-beta search
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## Use with lichess-bot
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ChessResNet can be used directly as a custom UCI engine in `lichess-bot`.
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Example layout:
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```text
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lichess-bot/
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engines/
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ChessResNet/
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joey_engine.sh
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uci_engine.py
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model.py
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```yaml
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engine:
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dir: "./engines/ChessResNet"
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name: "joey_engine.sh"
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debug: false
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working_dir: "./engines/ChessResNet"
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protocol: "uci"
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ponder: false
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uci_options: {}
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silence_stderr: false
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```
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For pure ChessResNet evaluation, disable external move sources:
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```yaml
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online_moves:
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## Citation
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```bibtex
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@misc{ChessResNet30m2026,
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title = {ChessResNet-30M: Stockfish Policy/Value Distillation for Search-Free Neural Chess Play},
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author = {Joey},
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year = {2026},
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howpublished = {https://huggingface.co/Joeyfully/chess-stockfish-il-10m-d10-mpv5}
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