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README.md
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-Alpaca-2-7B**.
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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.
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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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|-----|------|------|
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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_K | 8.3294 +/- 0.11396 | 8.3034 +/- 0.11391 |
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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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*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.
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