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@@ -19,7 +19,7 @@ This is a chess-playing GPT2.
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  It was finetuned from the [austindavis/chessGPT_d12](https://huggingface.co/austindavis/chessGPT2) model, but uses a 3-tokens-per-ply tokenization scheme rather than the variable-length tokenization from chessGPT_d12 (where promotion tokens interrupt the otherwise consistent 2-token-per-ply structure).
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  The model was finetuned using the [Feb 2023 Lichess UCI](https://huggingface.co/datasets/austindavis/lichess-uci/viewer/202302) dataset.
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  Training progress and configurations are saved to the Weights & Biases run at: [https://wandb.ai/austinleedavis/chess_public/runs/itgnfae4](https://wandb.ai/austinleedavis/chess_public/runs/itgnfae4).
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- Although 26 epochs were run, the version here is captured from epoch 20 (step 399,825) because validation loss skyrocketed during epoch 25.
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  ## Uses
 
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  It was finetuned from the [austindavis/chessGPT_d12](https://huggingface.co/austindavis/chessGPT2) model, but uses a 3-tokens-per-ply tokenization scheme rather than the variable-length tokenization from chessGPT_d12 (where promotion tokens interrupt the otherwise consistent 2-token-per-ply structure).
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  The model was finetuned using the [Feb 2023 Lichess UCI](https://huggingface.co/datasets/austindavis/lichess-uci/viewer/202302) dataset.
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  Training progress and configurations are saved to the Weights & Biases run at: [https://wandb.ai/austinleedavis/chess_public/runs/itgnfae4](https://wandb.ai/austinleedavis/chess_public/runs/itgnfae4).
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+ Although 27 epochs were completed, the version here is captured from epoch 20 (step 399,825) because validation loss skyrocketed during epoch 25.
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  ## Uses