---
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

*Note: Old models have been removed due to its inferior performance (llama.cpp has breaking changes on pre-tokenizer).*

| Quant |     Size |   PPL (old model)  | 👍🏻 PPL (new model) |
| :---: | -------: | -----------------: | ------------------: |
| Q2_K  |  2.96 GB | 10.3918 +/- 0.13288 | 9.1168 +/- 0.10711 |
| Q3_K  |  3.74 GB |  6.3018 +/- 0.07849 | 5.4082 +/- 0.05955 |
| Q4_0  |  4.34 GB |  6.0628 +/- 0.07501 | 5.2048 +/- 0.05725 |
| Q4_K  |  4.58 GB |  5.9066 +/- 0.07419 | 5.0189 +/- 0.05520 |
| Q5_0  |  5.21 GB |  5.8562 +/- 0.07355 | 4.9803 +/- 0.05493 |
| Q5_K  |  5.34 GB |  5.8062 +/- 0.07331 | 4.9195 +/- 0.05436 |
| Q6_K  |  6.14 GB |  5.7757 +/- 0.07298 | 4.8966 +/- 0.05413 |
| Q8_0  |  7.95 GB |  5.7626 +/- 0.07272 | 4.8822 +/- 0.05396 |
|  F16  | 14.97 GB |  5.7628 +/- 0.07275 | 4.8802 +/- 0.05392 |

## 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