hfl/chinese-mixtral-gguf

🤗 Hugging Face sourceapache-2.0395 GBGGUF✓ 17 checksumsupdated today
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Chinese-Mixtral-GGUF

Chinese Mixtral GitHub repository: https://github.com/ymcui/Chinese-Mixtral

This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-Mixtral (this is not a chat/instruction model).

Performance

Metric: PPL, lower is better

Quant PPL
IQ1_S 20.7314 +/- 0.22627
IQ2_XXS 8.5981 +/- 0.09267
IQ2_XS 6.9784 +/- 0.07476
Q2_K 5.1846 +/- 0.05533
IQ3_XXS 4.5990 +/- 0.04969
Q3_K 4.5545 +/- 0.04893
Q4_0 4.4917 +/- 0.04844
Q4_K 4.4488 +/- 0.04813
Q5_0 4.4224 +/- 0.04753
Q5_K 4.4192 +/- 0.04768
Q6_K 4.4092 +/- 0.04758
Q8_0 4.4076 +/- 0.04746
F16 x

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.

Others

Citation

Please consider cite our paper if you use the resource of this repository. Paper link: https://arxiv.org/abs/2403.01851

@article{chinese-mixtral,
      title={Rethinking LLM Language Adaptation: A Case Study on Chinese Mixtral}, 
      author={Cui, Yiming and Yao, Xin},
      journal={arXiv preprint arXiv:2403.01851},
      url={https://arxiv.org/abs/2403.01851},
      year={2024}
}