| | --- |
| | license: apache-2.0 |
| | language: |
| | - zh |
| | - en |
| | --- |
| | |
| | # Chinese-LLaMA-2-13B-16K-GGUF |
| |
|
| | This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-13B-16K**. |
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| |
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| | ## Performance |
| |
|
| | Metric: PPL, lower is better |
| |
|
| | | Quant | original | imatrix (`-im`) | |
| | |-----|------|------| |
| | | Q2_K | 11.8958 +/- 0.20739 | 13.0017 +/- 0.23003 | |
| | | Q3_K | 9.7130 +/- 0.17037 | 9.3443 +/- 0.16582 | |
| | | Q4_0 | 9.2002 +/- 0.16219 | - | |
| | | Q4_K | 9.0055 +/- 0.15918 | 8.9848 +/- 0.15908 | |
| | | Q5_0 | 8.8441 +/- 0.15690 | - | |
| | | Q5_K | 8.8999 +/- 0.15751 | 8.8983 +/- 0.15753 | |
| | | Q6_K | 8.8944 +/- 0.15776 | 8.8833 +/- 0.15760 | |
| | | Q8_0 | 8.8745 +/- 0.15745 | - | |
| | | F16 | 8.8687 +/- 0.15729 | - | |
| |
|
| | *The model with `-im` suffix is generated with important matrix, which has generally better performance (not always though).* |
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| | ## Others |
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| | For Hugging Face version, please see: https://huggingface.co/hfl/chinese-llama-2-13b-16k |
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| | Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for more details. |
