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Improve eval: improve doc and support multiple samples #323

@yuki-97

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@yuki-97
  1. Add example for other model (DeepScaleR-1.5B-Preview) and dataset in docs/guides/eval.md.
    (Default eval config is test AIME on Qwen2.5-Math-1.5B-Instruct)
  2. Test and add eval link in the training guides: docs/guides/dpo|grpo|sft.md.
    I think there is no need to add convert guide in the training guides since it is already in eval guide.
  3. Support Pass@1 accuracy averaged over n samples.

Link docs/guides/eval.md on the front page readme after all these done.

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