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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-Mixtral-Instruct-GGUF |
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<p align="center"> |
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<img src="https://ymcui.com/images/chinese-mixtral-banner.png" width="600"/> |
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</p> |
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-Mixtral-Instruct** (chat/instruction model). |
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**Note: When using instruction/chat model, you MUST follow the official prompt template! Example: [chat.sh](https://github.com/ymcui/Chinese-Mixtral/blob/main/scripts/llamacpp/chat.sh)** |
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## Performance |
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Metric: PPL, lower is better |
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| Quant | PPL | |
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| ----- | ---- | |
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| IQ2_XXS | - | |
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| IQ2_XS | 7.4175 +/- 0.08420 | |
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| Q2_K | 4.5758 +/- 0.03959 | |
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| Q3_K | 4.5563 +/- 0.04126 | |
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| Q4_0 | 3.9757 +/- 0.03455 | |
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| Q4_K | 3.9265 +/- 0.03407 | |
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| Q5_0 | 3.9167 +/- 0.03399 | |
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| Q5_K | 3.9232 +/- 0.03403 | |
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| Q6_K | 3.9242 +/- 0.03415 | |
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| Q8_0 | 3.9159 +/- 0.03402 | |
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| F16 | x | |
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Due to the file size limitation, for F16 model, please use `cat` command to concatenate all parts into a single file. **You must concatenate these parts in order.** |
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## Others |
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For Hugging Face version, please see: https://huggingface.co./hfl/chinese-mixtral-instruct |
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Please refer to [https://github.com/ymcui/Chinese-Mixtral/](https://github.com/ymcui/Chinese-Mixtral/) for more details. |
