---
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**

The model name with `-im` suffix is generated with important matrix, which has generally better performance.

| Quant |     Size |                 PPL |             PPL (`-im`) |
| :---: | -------: | ------------------: | ----------------------: |
| Q2_K  |  2.96 GB | 17.7212 +/- 0.59814 | **14.9583 +/- 0.50455** |
| Q3_K  |  3.74 GB |  8.6303 +/- 0.28481 |  **8.4423 +/- 0.28087** |
| Q4_0  |  4.34 GB |  8.2513 +/- 0.27102 |  **7.9077 +/- 0.25525** |
| Q4_K  |  4.58 GB |  7.8897 +/- 0.25830 |  **7.8279 +/- 0.25542** |
| Q5_0  |  5.21 GB |  7.7975 +/- 0.25639 |  **7.7724 +/- 0.25625** |
| Q5_K  |  5.34 GB |  7.7062 +/- 0.25218 |  **7.6902 +/- 0.25170** |
| Q6_K  |  6.14 GB |  7.6600 +/- 0.25043 |  **7.6412 +/- 0.24949** |
| Q8_0  |  7.95 GB |  7.6512 +/- 0.25064 |      7.6512 +/- 0.25064 |
|  F16  | 14.97 GB |  7.6389 +/- 0.25001 |                     N/A |

## 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