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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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# Llama-3-Chinese-8B-Instruct-GGUF |
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<p align="center"> |
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<a href="https://github.com/ymcui/Chinese-LLaMA-Alpaca-3"><img src="https://ymcui.com/images/chinese-llama-alpaca-3-banner.png" width="600"/></a> |
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</p> |
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This repository contains **Llama-3-Chinese-8B-Instruct-GGUF** (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of [Llama-3-Chinese-8B-Instruct](https://huggingface.co/hfl/llama-3-chinese-8b-instruct). |
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**Note: this is an instruction (chat) model, which can be used for conversation, QA, etc.** |
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Further details (performance, usage, etc.) should refer to GitHub project page: https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 |
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## Performance |
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Metric: PPL, lower is better |
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*Note: Old models have been removed due to its inferior performance (llama.cpp has breaking changes on pre-tokenizer).* |
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| Quant | Size | PPL (old model) | 👍🏻 PPL (new model) | |
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| :---: | -------: | -----------------: | ------------------: | |
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| Q2_K | 2.96 GB | 10.3918 +/- 0.13288 | 9.1168 +/- 0.10711 | |
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| Q3_K | 3.74 GB | 6.3018 +/- 0.07849 | 5.4082 +/- 0.05955 | |
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| Q4_0 | 4.34 GB | 6.0628 +/- 0.07501 | 5.2048 +/- 0.05725 | |
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| Q4_K | 4.58 GB | 5.9066 +/- 0.07419 | 5.0189 +/- 0.05520 | |
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| Q5_0 | 5.21 GB | 5.8562 +/- 0.07355 | 4.9803 +/- 0.05493 | |
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| Q5_K | 5.34 GB | 5.8062 +/- 0.07331 | 4.9195 +/- 0.05436 | |
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| Q6_K | 6.14 GB | 5.7757 +/- 0.07298 | 4.8966 +/- 0.05413 | |
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| Q8_0 | 7.95 GB | 5.7626 +/- 0.07272 | 4.8822 +/- 0.05396 | |
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| F16 | 14.97 GB | 5.7628 +/- 0.07275 | 4.8802 +/- 0.05392 | |
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## Others |
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- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct |
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- For LoRA-only model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-lora |
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- If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 |
