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Adaptive Decoding Support

huggingface/transformers#31250·166457·Python·838 天未动·1 条评论·上游最近活跃 ·池内状态:可认领
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### Feature request Adaptive decoding balances the diversity and coherence of open-ended text generation, making it an excellent method compared to top-k, top-p, and other decoding algorithms. For more details, the paper is available [here](https://arxiv.org/abs/2402.18223), and the code can be accessed [here](https://github.com/zwhong714/adaptive_decoding). ### Motivation During the generation process, the distribution predicted by the language model generally falls into two categories. The first is a flattened distribution, indicating that the LM has multiple potential choices for the next token. The second is a sharp distribution, suggesting that the model's options are more limited. Ensuring that the model dynamically understands the current state is crucial for generating highly diverse and coherent sentences. ### Your contribution idea done.
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