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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-16K-GGUF |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-7B-16K**. |
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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 | 11.5580 +/- 0.23848 | 12.3757 +/- 0.26048 | |
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| Q3_K | 9.8263 +/- 0.20663 | 9.7124 +/- 0.20569 | |
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| Q4_K | 9.5590 +/- 0.20460 | 9.4945 +/- 0.20337 | |
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| Q5_K | 9.4303 +/- 0.20305 | 9.4275 +/- 0.20291 | |
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| Q6_K | 9.4046 +/- 0.20272 | 9.4106 +/- 0.20284 | |
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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-16k |
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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. |
