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@@ -41,6 +41,14 @@ Please refer to the usage for [Ziya-LLaMA-13B-v1](https://huggingface.co/IDEA-CC
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  Note: After merging, three .bin files will be generated by default, with MD5 values of **59194d10b1553d66131d8717c9ef03d6, cc14eebe2408ddfe06b727b4a76e86bb, and 4a8495d64aa06aee96b5a1cc8cc55fa7**, respectively.
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  ## 引用 Citation
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  如果您在您的工作中使用了我们的模型,可以引用我们的[论文](https://arxiv.org/abs/2210.08590):
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  Note: After merging, three .bin files will be generated by default, with MD5 values of **59194d10b1553d66131d8717c9ef03d6, cc14eebe2408ddfe06b727b4a76e86bb, and 4a8495d64aa06aee96b5a1cc8cc55fa7**, respectively.
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+ ## 微调示例 Finetune Example
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+ Refer to [ziya_finetune](https://github.com/IDEA-CCNL/Fengshenbang-LM/tree/main/fengshen/examples/ziya_llama)
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+ ## 推理量化示例 Inference & Quantization Example
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+ Refer to [ziya_inference](https://github.com/IDEA-CCNL/Fengshenbang-LM/tree/main/fengshen/examples/ziya_inference)
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  ## 引用 Citation
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  如果您在您的工作中使用了我们的模型,可以引用我们的[论文](https://arxiv.org/abs/2210.08590):