---
license: apache-2.0
language:
- zh
- en
---

# Llama-3-Chinese-8B-GGUF

<p align="center">
    <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>
</p>

This repository contains **Llama-3-Chinese-8B-GGUF** (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of [Llama-3-Chinese-8B](https://huggingface.co/hfl/llama-3-chinese-8b).

**Note: this is a foundation model, which is not suitable 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 |
| :---: | -------: | ---: |
| Q2_K  |  2.96 GB | 17.7212 +/- 0.59814    |
| Q3_K  |  3.74 GB | 8.6303 +/- 0.28481     |
| Q4_0  |  4.34 GB | 8.2513 +/- 0.27102     |
| Q4_K  |  4.58 GB | 7.8897 +/- 0.25830     |
| Q5_0  |  5.21 GB | 7.7975 +/- 0.25639     |
| Q5_K  |  5.34 GB | 7.7062 +/- 0.25218     |
| Q6_K  |  6.14 GB | 7.6600 +/- 0.25043     |
| Q8_0  |  7.95 GB | 7.6512 +/- 0.25064     |
|  F16  | 14.97 GB | 7.6389 +/- 0.25001     |

## Others

- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b

- For LoRA-only model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-lora

- If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-LLaMA-Alpaca-3