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/ for more details.