---
license: apache-2.0
---

# Chinese-LLaMA-2-13B-GGUF

This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-13B**.


## Performance

Metric: PPL, lower is better

| Quant | original | imatrix (`-im`) |
|-----|------|------|
| Q2_K  | 14.4701 +/- 0.26107 | 17.4275 +/- 0.31909 |
| Q3_K  | 10.1620 +/- 0.18277 | 9.7486 +/- 0.17744  |
| Q4_0 | 9.8633 +/- 0.17792 | - |
| Q4_K  | 9.2735 +/- 0.16793  | 9.2734 +/- 0.16792  |
| Q5_0 | 9.3553 +/- 0.16945 | - |
| Q5_K  | 9.1767 +/- 0.16634  | 9.1594 +/- 0.16590  |
| Q6_K  | 9.1326 +/- 0.16546  | 9.1478 +/- 0.16583  |
| Q8_0 | 9.1394 +/- 0.16574 | - |
| F16 | 9.1050 +/- 0.16518 | - |

*The model with `-im` suffix is generated with important matrix, which has generally better performance (not always though).*


## Others


For Hugging Face version, please see: https://huggingface.co/hfl/chinese-llama-2-13b

Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for more details.