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--- |
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license: apache-2.0 |
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language: |
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- zh |
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- en |
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tags: |
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- moe |
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--- |
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# Chinese-Mixtral-GGUF |
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<p align="center"> |
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<a href="https://github.com/ymcui/Chinese-Mixtral"><img src="https://ymcui.com/images/chinese-mixtral-banner.png" width="600"/></a> |
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</p> |
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**Chinese Mixtral GitHub repository: https://github.com/ymcui/Chinese-Mixtral** |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-Mixtral** (this is not a chat/instruction model). |
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## Performance |
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Metric: PPL, lower is better |
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| Quant | PPL | |
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| ----- | ---- | |
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| IQ1_S | 20.7314 +/- 0.22627 | |
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| IQ2_XXS | 8.5981 +/- 0.09267 | |
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| IQ2_XS | 6.9784 +/- 0.07476 | |
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| Q2_K | 5.1846 +/- 0.05533 | |
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| IQ3_XXS | 4.5990 +/- 0.04969 | |
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| Q3_K | 4.5545 +/- 0.04893 | |
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| Q4_0 | 4.4917 +/- 0.04844 | |
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| Q4_K | 4.4488 +/- 0.04813 | |
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| Q5_0 | 4.4224 +/- 0.04753 | |
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| Q5_K | 4.4192 +/- 0.04768 | |
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| Q6_K | 4.4092 +/- 0.04758 | |
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| Q8_0 | 4.4076 +/- 0.04746 | |
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| F16 | x | |
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Due to the file size limitation, for F16 model, please use `cat` command to concatenate all parts into a single file. **You must concatenate these parts in order.** |
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## Others |
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- For Hugging Face version, please see: https://huggingface.co/hfl/chinese-mixtral |
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- If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-Mixtral/. |
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## Citation |
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Please consider cite our paper if you use the resource of this repository. |
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Paper link: https://arxiv.org/abs/2403.01851 |
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``` |
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@article{chinese-mixtral, |
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title={Rethinking LLM Language Adaptation: A Case Study on Chinese Mixtral}, |
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author={Cui, Yiming and Yao, Xin}, |
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journal={arXiv preprint arXiv:2403.01851}, |
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url={https://arxiv.org/abs/2403.01851}, |
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year={2024} |
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} |
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``` |
