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

# Llama-3-Chinese-8B-Instruct-v2-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-v2-GGUF** (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of [Llama-3-Chinese-8B-Instruct-v2](https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2).

**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

*Note: PPL for v2 models are higher than v1, as the v2's base model (Meta-Llama-3-8B-Instruct) also has a larger PPL than v1's (Meta-Llama-3-8B).*

## Performance

Metric: PPL, lower is better

| Quant |     Size |                 PPL |
| :---: | -------: | ------------------: |
| Q2_K  |  2.96 GB | 13.2488 +/- 0.17217 |
| Q3_K  |  3.74 GB |  6.9618 +/- 0.08420 |
| Q4_0  |  4.34 GB |  6.8925 +/- 0.08437 |
| Q4_K  |  4.58 GB |  6.4851 +/- 0.07892 |
| Q5_0  |  5.21 GB |  6.4608 +/- 0.07862 |
| Q5_K  |  5.34 GB |  6.3742 +/- 0.07740 |
| Q6_K  |  6.14 GB |  6.3494 +/- 0.07703 |
| Q8_0  |  7.95 GB |  6.3110 +/- 0.07673 |
|  F16  | 14.97 GB |  6.3005 +/- 0.07658 |

## Others

- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2

- For LoRA-only model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v2-lora

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