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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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## Warning: llama.cpp has [breaking changes on Llama-3 pre-tokenizer](https://github.com/ggerganov/llama.cpp/pull/6920), which significantly affect performance. We will update GGUF mdoels in the next few hours. |
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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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| Quant | Size | PPL | PPL (`-im`) | |
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| :---: | -------: | ------------------: | -----------------: | |
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| Q2_K | 2.96 GB | 10.3918 +/- 0.13288 | **9.1722 +/- 0.11502** | |
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| Q3_K | 3.74 GB | 6.3018 +/- 0.07849 | **6.1901 +/- 0.07734** | |
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| Q4_0 | 4.34 GB | 6.0628 +/- 0.07501 | **5.9623 +/- 0.07444** | |
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| Q4_K | 4.58 GB | 5.9066 +/- 0.07419 | **5.8847 +/- 0.07406** | |
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| Q5_0 | 5.21 GB | 5.8562 +/- 0.07355 | **5.8032 +/- 0.07287** | |
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| Q5_K | 5.34 GB | 5.8062 +/- 0.07331 | **5.8058 +/- 0.07329** | |
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| Q6_K | 6.14 GB | 5.7757 +/- 0.07298 | **5.7745 +/- 0.07287** | |
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| Q8_0 | 7.95 GB | 5.7626 +/- 0.07272 | 5.7626 +/- 0.07272 | |
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| F16 | 14.97 GB | 5.7628 +/- 0.07275 | N/A | |
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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 |
