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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-RLHF-GGUF |
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This repository contains GGUF-v3 version (llama.cpp compatible) of **Chinese-Alpaca-2-7B-RLHF**, which is tuned on Chinese-Alpaca-2-7B with RLHF using DeepSpeed-Chat. |
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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 | 10.5211 +/- 0.14139 | 11.9331 +/- 0.16168 | |
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| Q3_K | 8.9748 +/- 0.12043 | 8.8238 +/- 0.11850 | |
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| Q4_0 | 8.7843 +/- 0.11854 | - | |
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| Q4_K | 8.4643 +/- 0.11341 | 8.4226 +/- 0.11302 | |
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| Q5_0 | 8.4563 +/- 0.11353 | - | |
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| Q5_K | 8.3722 +/- 0.11236 | 8.3336 +/- 0.11192 | |
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| Q6_K | 8.3207 +/- 0.11184 | 8.3047 +/- 0.11159 | |
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| Q8_0 | 8.3100 +/- 0.11173 | - | |
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| F16 | 8.3112 +/- 0.11173 | - | |
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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 full model in HuggingFace format, please see: https://huggingface.co/hfl/chinese-alpaca-2-7b-rlhf |
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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. |
