Chinese-Alpaca-2-13B-16K-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-Alpaca-2-13B-16K.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 12.7790 +/- 0.17943 | 13.8057 +/- 0.19614 |
| Q3_K | 10.0834 +/- 0.14063 | 9.6355 +/- 0.13483 |
| Q4_0 | 9.7072 +/- 0.13563 | - |
| Q4_K | 9.2864 +/- 0.13001 | 9.2097 +/- 0.12874 |
| Q5_0 | 9.2062 +/- 0.12846 | - |
| Q5_K | 9.0912 +/- 0.12705 | 9.0701 +/- 0.12668 |
| Q6_K | 9.0799 +/- 0.12681 | 9.0558 +/- 0.12653 |
| Q8_0 | 9.0200 +/- 0.12616 | - |
| F16 | 9.0142 +/- 0.12603 | - |
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-2-13b-16k
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.