5
stars
22
commits
1
linked in READMEs
Jan 24, 2024
updated
README
Chinese-LLaMA-2-7B-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-LLaMA-2-7B.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 15.1160 +/- 0.30469 | 12.7682 +/- 0.26022 |
| Q3_K | 9.9588 +/- 0.20549 | 9.8508 +/- 0.20484 |
| Q4_0 | 9.8085 +/- 0.20350 | - |
| Q4_K | 9.5802 +/- 0.20015 | 9.6327 +/- 0.20219 |
| Q5_0 | 9.4783 +/- 0.19622 | - |
| Q5_K | 9.5132 +/- 0.19989 | 9.4447 +/- 0.19772 |
| Q6_K | 9.4640 +/- 0.19909 | 9.4507 +/- 0.19849 |
| Q8_0 | 9.4659 +/- 0.19927 | - |
| F16 | 9.4627 +/- 0.19921 | - |
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-2-7b
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.
Contributors
22 commits
Similar repos
5
stars
22
commits
1
linked in READMEs
Jan 24, 2024
updated
README
Chinese-LLaMA-2-7B-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-LLaMA-2-7B.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 15.1160 +/- 0.30469 | 12.7682 +/- 0.26022 |
| Q3_K | 9.9588 +/- 0.20549 | 9.8508 +/- 0.20484 |
| Q4_0 | 9.8085 +/- 0.20350 | - |
| Q4_K | 9.5802 +/- 0.20015 | 9.6327 +/- 0.20219 |
| Q5_0 | 9.4783 +/- 0.19622 | - |
| Q5_K | 9.5132 +/- 0.19989 | 9.4447 +/- 0.19772 |
| Q6_K | 9.4640 +/- 0.19909 | 9.4507 +/- 0.19849 |
| Q8_0 | 9.4659 +/- 0.19927 | - |
| F16 | 9.4627 +/- 0.19921 | - |
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-2-7b
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.
Similar repos
Linked in READMEs
Contributors
22 commits