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---
license: apache-2.0
language:
- zh
- en
---
# Llama-3-Chinese-8B-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-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 |