Chinese-Alpaca-2-7B-64K
This repository contains GGUF-v3 version (llama.cpp compatible) of Chinese-Alpaca-2-7B-64K, which is tuned on Chinese-Alpaca-2-7B with YaRN method.
Performance
Metric: PPL, lower is better
Quant | original | imatrix (-im ) |
---|---|---|
Q2_K | 9.8201 +/- 0.13298 | 10.3057 +/- 0.14197 |
Q3_K | 8.4435 +/- 0.11467 | 8.3556 +/- 0.11316 |
Q4_0 | 8.3573 +/- 0.11496 | - |
Q4_K | 8.0558 +/- 0.10948 | 8.0557 +/- 0.10964 |
Q5_0 | 8.0220 +/- 0.10954 | - |
Q5_K | 7.9388 +/- 0.10802 | 7.9440 +/- 0.10815 |
Q6_K | 7.9267 +/- 0.10792 | 7.9126 +/- 0.10775 |
Q8_0 | 7.9117 +/- 0.10773 | - |
F16 | 7.9124 +/- 0.10780 | - |
The model with -im
suffix is generated with important matrix, which has generally better performance (not always though).
Others
For full model in HuggingFace format, please see: https://huggingface.co/hfl/chinese-alpaca-2-7b-64k
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.
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