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  - [Ziya-BLIP2-14B-Visual-v1](https://huggingface.co/IDEA-CCNL/Ziya-BLIP2-14B-Visual-v1)
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  ## 简介 Brief Introduction
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- 我们对Ziya-LLaMA-13B-v1模型进行继续优化,推出开源版本Ziya-LLaMA-13B-v1.1。通过调整微调数据的比例和采用更优的强化学习策略,本版本在问答准确性、数学能力以及安全性等方面得到了明显提升,详细能力分析如图1所示。
 
 
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  <img src="https://huggingface.co/IDEA-CCNL/Ziya-LLaMA-13B-v1.1/blob/main/pk.png" width=1000 height=600>
 
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  ## 软件依赖
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  ```
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  pip install torch==1.12.1 tokenizers==0.13.3 git+https://github.com/huggingface/transformers
 
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  - [Ziya-BLIP2-14B-Visual-v1](https://huggingface.co/IDEA-CCNL/Ziya-BLIP2-14B-Visual-v1)
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  ## 简介 Brief Introduction
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+ 我们对Ziya-LLaMA-13B-v1模型进行继续优化,推出开源版本Ziya-LLaMA-13B-v1.1。通过调整微调数据的比例和采用更优的强化学习策略,本版本在问答准确性、数学能力以及安全性等方面得到了明显提升,详细能力分析如下图所示。
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+ We have further optimized the Ziya-LLaMA-13B-v1 model and released the open-source version Ziya-LLaMA-13B-v1.1. By adjusting the proportion of fine-tuning data and adopting a better reinforcement learning strategy, this version has achieved significant improvements in question-answering accuracy, mathematical ability, and safety, as shown in the following figure in detail.
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  <img src="https://huggingface.co/IDEA-CCNL/Ziya-LLaMA-13B-v1.1/blob/main/pk.png" width=1000 height=600>
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  ## 软件依赖
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  ```
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  pip install torch==1.12.1 tokenizers==0.13.3 git+https://github.com/huggingface/transformers