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chinese-llama-2-7b-gguf
hfl/chinese-llama-2-7b-gguf
chinese-llama-2-7b-gguf is a text generation model from hfl. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-LLaMA-2-7B.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Nov 16, 2023
- Updated
- Jan 24, 2024
- SHA
- d03f38a9
Model card
From the Hugging Face model README
Chinese-LLaMA-2-7B-GGUF
This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-LLaMA-2-7B.
Performance
Metric: PPL, lower is better
| Quant | original | imatrix (-im) |
|---|---|---|
| Q2_K | 15.1160 +/- 0.30469 | 12.7682 +/- 0.26022 |
| Q3_K | 9.9588 +/- 0.20549 | 9.8508 +/- 0.20484 |
| Q4_0 | 9.8085 +/- 0.20350 | - |
| Q4_K | 9.5802 +/- 0.20015 | 9.6327 +/- 0.20219 |
| Q5_0 | 9.4783 +/- 0.19622 | - |
| Q5_K | 9.5132 +/- 0.19989 | 9.4447 +/- 0.19772 |
| Q6_K | 9.4640 +/- 0.19909 | 9.4507 +/- 0.19849 |
| Q8_0 | 9.4659 +/- 0.19927 | - |
| F16 | 9.4627 +/- 0.19921 | - |
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
Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- zh, en
- Created
- Nov 16, 2023
- Updated
- Jan 24, 2024