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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-2-1.3B-GGUF |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-1.3B**. |
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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 | 21.7422 +/- 0.47160 | 19.0472 +/- 0.42128 | |
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| Q3_K | 14.8538 +/- 0.32874 | 14.2966 +/- 0.31684 | |
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| Q4_0 | 13.8498 +/- 0.30349 | - | |
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| Q4_K | 16.0222 +/- 0.35555 | 13.0832 +/- 0.28717 | |
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| Q5_0 | 12.5743 +/- 0.27428 | - | |
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| Q5_K | 12.5865 +/- 0.27759 | 12.6305 +/- 0.27711 | |
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| Q6_K | 12.6588 +/- 0.27682 | 12.6944 +/- 0.27805 | |
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| Q8_0 | 12.7243 +/- 0.27883 | - | |
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| F16 | 12.6122 +/- 0.27616 | - | |
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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-2-1.3b |
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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. |
