Chinese-Alpaca-2-1.3B-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-Alpaca-2-1.3B.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 19.9339 +/- 0.29752 | 18.8935 +/- 0.28558 |
| Q3_K | 17.2487 +/- 0.27668 | 17.2950 +/- 0.27994 |
| Q4_0 | 16.1358 +/- 0.25091 | - |
| Q4_K | 16.4583 +/- 0.26453 | 16.2688 +/- 0.26216 |
| Q4_0 | 15.9068 +/- 0.25545 | - |
| Q5_K | 15.7547 +/- 0.25207 | 16.0190 +/- 0.25782 |
| Q6_K | 15.8166 +/- 0.25359 | 15.7357 +/- 0.25210 |
| Q8_0 | 15.7972 +/- 0.25384 | - |
| F16 | 15.8098 +/- 0.25403 | - |
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-2-1.3b
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.