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

Model

2

stars

20

commits

1

linked in READMEs

Jan 24, 2024

updated

endpoints_compatible
gguf
Browse cluster: Chinese LLM Model Distribution

README

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

Quantoriginalimatrix (-im)
Q2_K11.5424 +/- 0.2410612.1599 +/- 0.26050
Q3_K10.0152 +/- 0.212969.9269 +/- 0.21335
Q4_09.7500 +/- 0.20872-
Q4_K9.7687 +/- 0.211339.7239 +/- 0.20999
Q5_09.4647 +/- 0.20280-
Q5_K9.6229 +/- 0.208299.5673 +/- 0.20675
Q6_K9.5996 +/- 0.208169.5753 +/- 0.20734
Q8_09.4078 +/- 0.20378-
F169.5750 +/- 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.

Contributors

hfl-rc

20 commits

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

Model

2

stars

20

commits

1

linked in READMEs

Jan 24, 2024

updated

endpoints_compatible
gguf
Browse cluster: Chinese LLM Model Distribution

README

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

Quantoriginalimatrix (-im)
Q2_K11.5424 +/- 0.2410612.1599 +/- 0.26050
Q3_K10.0152 +/- 0.212969.9269 +/- 0.21335
Q4_09.7500 +/- 0.20872-
Q4_K9.7687 +/- 0.211339.7239 +/- 0.20999
Q5_09.4647 +/- 0.20280-
Q5_K9.6229 +/- 0.208299.5673 +/- 0.20675
Q6_K9.5996 +/- 0.208169.5753 +/- 0.20734
Q8_09.4078 +/- 0.20378-
F169.5750 +/- 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.

Contributors

hfl-rc

20 commits