---
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**

*Note: Old models have been removed due to its inferior performance.*

| Quant |     Size |     PPL (old model) |  👍🏻 PPL (new model) |
| :---: | -------: | ------------------: | ------------------: |
| Q2_K  |  2.96 GB | 17.7212 +/- 0.59814 | 11.8595 +/- 0.20061 |
| Q3_K  |  3.74 GB |  8.6303 +/- 0.28481 |  5.7559 +/- 0.09152 |
| Q4_0  |  4.34 GB |  8.2513 +/- 0.27102 |  5.5495 +/- 0.08832 |
| Q4_K  |  4.58 GB |  7.8897 +/- 0.25830 |  5.3126 +/- 0.08500 |
| Q5_0  |  5.21 GB |  7.7975 +/- 0.25639 |  5.2222 +/- 0.08317 |
| Q5_K  |  5.34 GB |  7.7062 +/- 0.25218 |  5.1813 +/- 0.08264 |
| Q6_K  |  6.14 GB |  7.6600 +/- 0.25043 |  5.1481 +/- 0.08205 |
| Q8_0  |  7.95 GB |  7.6512 +/- 0.25064 |  5.1350 +/- 0.08190 |
|  F16  | 14.97 GB |  7.6389 +/- 0.25001 |  5.1302 +/- 0.08184 |


## 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