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

# Llama-3-Chinese-8B-Instruct-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-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 |
| :---: | -------: | ---: |
| Q2_K  |  2.96 GB |      |
| Q3_K  |  3.74 GB |      |
| Q4_0  |  4.34 GB |      |
| Q4_K  |  4.58 GB |      |
| Q5_0  |  5.21 GB |      |
| Q5_K  |  5.34 GB |      |
| Q6_K  |  6.14 GB |      |
| Q8_0  |  7.95 GB |      |
|  F16  | 14.97 GB |      |


## 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