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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-Alpaca-2-7B-GGUF |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-Alpaca-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 | 10.3705 +/- 0.14109 | 11.7442 +/- 0.16034 | |
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| Q3_K | 8.8478 +/- 0.12085 | 8.7104 +/- 0.11925 | |
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| Q4_0 | 8.6418 +/- 0.11876 | - | |
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| Q4_K | 8.3294 +/- 0.11396 | 8.3034 +/- 0.11391 | |
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| Q5_0 | 8.3320 +/- 0.11411 | - | |
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| Q5_K | 8.2361 +/- 0.11298 | 8.2136 +/- 0.11281 | |
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| Q6_K | 8.1956 +/- 0.11259 | 8.1852 +/- 0.11246 | |
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| Q8_0 | 8.1784 +/- 0.11232 | - | |
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| F16 | 8.1799 +/- 0.11243 | - | |
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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-alpaca-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. |
