Chinese-Alpaca-2-7B-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-Alpaca-2-7B.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 10.3705 +/- 0.14109 | 11.7442 +/- 0.16034 |
| Q3_K | 8.8478 +/- 0.12085 | 8.7104 +/- 0.11925 |
| Q4_0 | 8.6418 +/- 0.11876 | - |
| Q4_K | 8.3294 +/- 0.11396 | 8.3034 +/- 0.11391 |
| Q5_0 | 8.3320 +/- 0.11411 | - |
| Q5_K | 8.2361 +/- 0.11298 | 8.2136 +/- 0.11281 |
| Q6_K | 8.1956 +/- 0.11259 | 8.1852 +/- 0.11246 |
| Q8_0 | 8.1784 +/- 0.11232 | - |
| F16 | 8.1799 +/- 0.11243 | - |
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-alpaca-2-7b
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.