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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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# Chinese-LLaMA-2-7B-GGUF |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-7B**. |
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## Performance |
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Metric: PPL, lower is better |
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| Quant | original | imatrix (`-im`) | |
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| Q2_K | 15.1160 +/- 0.30469 | 12.7682 +/- 0.26022 | |
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| Q3_K | 9.9588 +/- 0.20549 | 9.8508 +/- 0.20484 | |
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| Q4_0 | 9.8085 +/- 0.20350 | - | |
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| Q4_K | 9.5802 +/- 0.20015 | 9.6327 +/- 0.20219 | |
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| Q5_0 | 9.4783 +/- 0.19622 | - | |
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| Q5_K | 9.5132 +/- 0.19989 | 9.4447 +/- 0.19772 | |
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| Q6_K | 9.4640 +/- 0.19909 | 9.4507 +/- 0.19849 | |
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| Q8_0 | 9.4659 +/- 0.19927 | - | |
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| F16 | 9.4627 +/- 0.19921 | - | |
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*The model with `-im` suffix is generated with important matrix, which has generally better performance (not always though).* |
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## Others |
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For Hugging Face version, please see: https://huggingface.co/hfl/chinese-llama-2-7b |
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Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for more details. |
