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@@ -57,6 +57,11 @@ We release all model parameters for research and limited commercial use. We also
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  Detailed evaluation results are in [github repo](https://github.com/OpenBMB/MiniCPM?tab=readme-ov-file#%E8%AF%84%E6%B5%8B%E7%BB%93%E6%9E%9C)
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  ### 局限性 Limitations
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  - 受限于模型规模,模型可能出现幻觉性问题。其中由于DPO模型生成的回复内容更长,更容易出现幻觉。我们也将持续进行MiniCPM模型的迭代改进;
 
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  Detailed evaluation results are in [github repo](https://github.com/OpenBMB/MiniCPM?tab=readme-ov-file#%E8%AF%84%E6%B5%8B%E7%BB%93%E6%9E%9C)
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+ 注意:我们发现使用Huggingface生成质量略差于vLLM,因此推荐使用vLLM进行测试。我们正在排查原因。
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+ Notice: We discovered that the quality of Huggingface generation is slightly lower than vLLM, thus benchmarking using vLLM is recommended.
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+ We are investigating the cause now.
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  ### 局限性 Limitations
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  - 受限于模型规模,模型可能出现幻觉性问题。其中由于DPO模型生成的回复内容更长,更容易出现幻觉。我们也将持续进行MiniCPM模型的迭代改进;