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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-v2-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-v2-GGUF** (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of [Llama-3-Chinese-8B-Instruct-v2](https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2). |
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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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*Note: PPL for v2 models are higher than v1, as the v2's base model (Meta-Llama-3-8B-Instruct) also has a larger PPL than v1's (Meta-Llama-3-8B).* |
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## Performance |
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Metric: PPL, lower is better |
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| Quant | Size | PPL | |
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| :---: | -------: | ------------------: | |
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| Q2_K | 2.96 GB | 13.2488 +/- 0.17217 | |
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| Q3_K | 3.74 GB | 6.9618 +/- 0.08420 | |
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| Q4_0 | 4.34 GB | 6.8925 +/- 0.08437 | |
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| Q4_K | 4.58 GB | 6.4851 +/- 0.07892 | |
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| Q5_0 | 5.21 GB | 6.4608 +/- 0.07862 | |
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| Q5_K | 5.34 GB | 6.3742 +/- 0.07740 | |
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| Q6_K | 6.14 GB | 6.3494 +/- 0.07703 | |
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| Q8_0 | 7.95 GB | 6.3110 +/- 0.07673 | |
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| F16 | 14.97 GB | 6.3005 +/- 0.07658 | |
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## Others |
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- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2 |
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- For LoRA-only model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2-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 |
