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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-16K**.
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For Hugging Face version, please see: https://huggingface.co/hfl/chinese-alpaca-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.
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-Alpaca-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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|-----|------|------|
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| Q2_K | 11.8181 +/- 0.16402 | 13.6285 +/- 0.19294 |
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| Q3_K | 9.5596 +/- 0.13369 | 9.3748 +/- 0.13108 |
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| Q4_K | 8.9622 +/- 0.12507 | 8.9229 +/- 0.12467 |
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| Q5_K | 8.8370 +/- 0.12353 | 8.8221 +/- 0.12348 |
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| Q6_K | 8.7830 +/- 0.12290 | 8.7695 +/- 0.12260 |
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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-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.
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