README.md

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

# Llama-3-Chinese-8B-Instruct-GGUF

## Warning: llama.cpp has [breaking changes on Llama-3 pre-tokenizer](https://github.com/ggerganov/llama.cpp/pull/6920), which significantly affect performance. We will update GGUF mdoels in the next few hours.

<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 |        PPL (`-im`) |
| :---: | -------: | ------------------: | -----------------: |
| Q2_K  |  2.96 GB | 10.3918 +/- 0.13288 | **9.1722 +/- 0.11502** |
| Q3_K  |  3.74 GB |  6.3018 +/- 0.07849 | **6.1901 +/- 0.07734** |
| Q4_0  |  4.34 GB |  6.0628 +/- 0.07501 | **5.9623 +/- 0.07444** |
| Q4_K  |  4.58 GB |  5.9066 +/- 0.07419 | **5.8847 +/- 0.07406** |
| Q5_0  |  5.21 GB |  5.8562 +/- 0.07355 | **5.8032 +/- 0.07287** |
| Q5_K  |  5.34 GB |  5.8062 +/- 0.07331 | **5.8058 +/- 0.07329** |
| Q6_K  |  6.14 GB |  5.7757 +/- 0.07298 | **5.7745 +/- 0.07287** |
| Q8_0  |  7.95 GB |  5.7626 +/- 0.07272 | 5.7626 +/- 0.07272 |
|  F16  | 14.97 GB |  5.7628 +/- 0.07275 |                N/A |


## 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