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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-2-1.3B-RLHF-GGUF |
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This repository contains GGUF-v3 version (llama.cpp compatible) of **Chinese-Alpaca-2-1.3B-RLHF**, which is tuned on Chinese-Alpaca-2-1.3B with RLHF using DeepSpeed-Chat. |
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**The optimal context length is 1K for this model. Specify `-c 1024` when using with llama.cpp** |
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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 | 20.1066 +/- 0.29236 | 18.8209 +/- 0.27561 | |
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| Q3_K | 16.9214 +/- 0.26133 | 16.5729 +/- 0.25706 | |
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| Q4_0 | 15.8056 +/- 0.23749 | - | |
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| Q4_K | 16.1579 +/- 0.25064 | 15.7746 +/- 0.24476 | |
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| Q5_0 | 15.4528 +/- 0.23911 | - | |
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| Q5_K | 15.3198 +/- 0.23627 | 15.4791 +/- 0.23959 | |
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| Q6_K | 15.3718 +/- 0.23764 | 15.2572 +/- 0.23549 | |
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| Q8_0 | 15.3302 +/- 0.23727 | - | |
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| F16 | 15.3291 +/- 0.23728 | - | |
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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-2-1.3b-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. |
