Hugging Face's logo

hfl
/
chinese-llama-2-7b-64k-gguf

GGUF
Chinese
English
Inference Endpoints
Model card Files Community
chinese-llama-2-7b-64k-gguf / README.md
hfl-rc's picture
hfl-rc
Update README.md
072968e verified
preview code
|
raw
history blame contribute delete
1.12 kB
metadata
license: apache-2.0
language:
  - zh
  - en

Chinese-LLaMA-2-7B-64K

This repository contains GGUF-v3 version (llama.cpp compatible) of Chinese-LLaMA-2-7B-64K, which is tuned on Chinese-LLaMA-2-7B with YaRN method.

Performance

Metric: PPL, lower is better

Quant original imatrix (-im)
Q2_K 11.5424 +/- 0.24106 12.1599 +/- 0.26050
Q3_K 10.0152 +/- 0.21296 9.9269 +/- 0.21335
Q4_0 9.7500 +/- 0.20872 -
Q4_K 9.7687 +/- 0.21133 9.7239 +/- 0.20999
Q5_0 9.4647 +/- 0.20280 -
Q5_K 9.6229 +/- 0.20829 9.5673 +/- 0.20675
Q6_K 9.5996 +/- 0.20816 9.5753 +/- 0.20734
Q8_0 9.4078 +/- 0.20378 -
F16 9.5750 +/- 0.20735 -

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-llama-2-7b-64k

Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.