--- title: llama-3-chinese-8b-instruct-gguf canonical_url: "https://www.modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf" md_url: "https://www.modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf.md" repository: ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf last_updated: 2024-05-29 license: "Apache License 2.0" pipeline_tag: fill-mask tasks: - fill-mask model_type: - llama library_name: - gguf - other frameworks: - other language: - zh - en downloads: 1494 stars: 8 tags: - gguf --- # llama-3-chinese-8b-instruct-gguf > llama-3-chinese-8b-instruct-gguf - ChineseAlpacaGroup 在 ModelScope 开源的模型。--- license: apache-2.0 language: zh en --- 📣📣📣 v3版指令模型已发布，欢迎使用 👉 [[HF版]](https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3)… ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf 是 ModelScope 魔搭社区上的fill-mask模型，采用 Apache License 2.0 许可。 - **Repository**: ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf - **License**: Apache License 2.0 - **Tasks**: fill-mask - **Tags**: gguf - **Downloads**: 1494 - **Stars**: 8 - **Last updated**: 2024-05-29 Source: https://www.modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-gguf --- --- license: apache-2.0 language: - zh - en --- ## **📣📣📣 v3版指令模型已发布，欢迎使用 👉 [[HF版]](https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3) [[GGUF版]](https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3-gguf)** # Llama-3-Chinese-8B-Instruct-GGUF ## 提醒: GGUF文件已重新生成，由于llama.cpp仍然有可能对其作出修改，因此建议保留HF版模型。

这个仓库包含了**Llama-3-Chinese-8B-Instruct-GGUF**（兼容llama.cpp/ollama等），是[Llama-3-Chinese-8B-Instruct](https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct)模型的量化版本。 **注意：这是一个指令模型，可以直接适用于对话、问答等任务。** 更多细节（性能、使用方法等）请参考GitHub项目页面：https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 ## 量化性能 评测指标：PPL，**越低越好** | Quant | Size | PPL (old model) | 👍🏻 PPL (new model) | | :---: | -------: | -----------------: | ------------------: | | Q2_K | 2.96 GB | 10.3918 +/- 0.13288 | 9.1168 +/- 0.10711 | | Q3_K | 3.74 GB | 6.3018 +/- 0.07849 | 5.4082 +/- 0.05955 | | Q4_0 | 4.34 GB | 6.0628 +/- 0.07501 | 5.2048 +/- 0.05725 | | Q4_K | 4.58 GB | 5.9066 +/- 0.07419 | 5.0189 +/- 0.05520 | | Q5_0 | 5.21 GB | 5.8562 +/- 0.07355 | 4.9803 +/- 0.05493 | | Q5_K | 5.34 GB | 5.8062 +/- 0.07331 | 4.9195 +/- 0.05436 | | Q6_K | 6.14 GB | 5.7757 +/- 0.07298 | 4.8966 +/- 0.05413 | | Q8_0 | 7.95 GB | 5.7626 +/- 0.07272 | 4.8822 +/- 0.05396 | | F16 | 14.97 GB | 5.7628 +/- 0.07275 | 4.8802 +/- 0.05392 | ## 其他 - 完整模型：https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct - LoRA模型：https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-lora - 关于本模型的提问，请通过 https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 提交issue ---- 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). **Note: this is an instruction (chat) model, which can be used for conversation, QA, etc.** Further details (performance, usage, etc.) should refer to GitHub project page: https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 ## Performance Metric: PPL, lower is better | Quant | Size | PPL (old model) | 👍🏻 PPL (new model) | | :---: | -------: | -----------------: | ------------------: | | Q2_K | 2.96 GB | 10.3918 +/- 0.13288 | 9.1168 +/- 0.10711 | | Q3_K | 3.74 GB | 6.3018 +/- 0.07849 | 5.4082 +/- 0.05955 | | Q4_0 | 4.34 GB | 6.0628 +/- 0.07501 | 5.2048 +/- 0.05725 | | Q4_K | 4.58 GB | 5.9066 +/- 0.07419 | 5.0189 +/- 0.05520 | | Q5_0 | 5.21 GB | 5.8562 +/- 0.07355 | 4.9803 +/- 0.05493 | | Q5_K | 5.34 GB | 5.8062 +/- 0.07331 | 4.9195 +/- 0.05436 | | Q6_K | 6.14 GB | 5.7757 +/- 0.07298 | 4.8966 +/- 0.05413 | | Q8_0 | 7.95 GB | 5.7626 +/- 0.07272 | 4.8822 +/- 0.05396 | | F16 | 14.97 GB | 5.7628 +/- 0.07275 | 4.8802 +/- 0.05392 | ## Others - For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct - For LoRA-only model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-lora - If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-LLaMA-Alpaca-3