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license: apache-2.0 |
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# Chinese-LLaMA-2-13B-GGUF |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-13B**. |
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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 | 14.4701 +/- 0.26107 | 17.4275 +/- 0.31909 | |
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| Q3_K | 10.1620 +/- 0.18277 | 9.7486 +/- 0.17744 | |
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| Q4_0 | 9.8633 +/- 0.17792 | - | |
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| Q4_K | 9.2735 +/- 0.16793 | 9.2734 +/- 0.16792 | |
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| Q5_0 | 9.3553 +/- 0.16945 | - | |
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| Q5_K | 9.1767 +/- 0.16634 | 9.1594 +/- 0.16590 | |
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| Q6_K | 9.1326 +/- 0.16546 | 9.1478 +/- 0.16583 | |
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| Q8_0 | 9.1394 +/- 0.16574 | - | |
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| F16 | 9.1050 +/- 0.16518 | - | |
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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-2-13b |
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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. |
