Chinese-LLaMA-2-7B-16K-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-LLaMA-2-7B-16K.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 11.5580 +/- 0.23848 | 12.3757 +/- 0.26048 |
| Q3_K | 9.8263 +/- 0.20663 | 9.7124 +/- 0.20569 |
| Q4_0 | 9.6558 +/- 0.20657 | - |
| Q4_K | 9.5590 +/- 0.20460 | 9.4945 +/- 0.20337 |
| Q5_0 | 9.2767 +/- 0.19835 | - |
| Q5_K | 9.4303 +/- 0.20305 | 9.4275 +/- 0.20291 |
| Q6_K | 9.4046 +/- 0.20272 | 9.4106 +/- 0.20284 |
| Q8_0 | 9.2145 +/- 0.19943 | - |
| F16 | 9.4045 +/- 0.20289 | - |
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-16k
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.