| license: other | |
| license_name: mrl | |
| license_link: https://mistral.ai/licenses/MRL-0.1.md | |
| base_model: | |
| - mistralai/Mistral-Large-Instruct-2407 | |
| base_model_relation: quantized | |
| tags: | |
| - VPTQ | |
| - Quantized | |
| - Quantization | |
| **Disclaimer**: | |
| The model is reproduced based on the paper *VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models* [github](https://github.com/microsoft/vptq) and [arXiv](https://arxiv.org/abs/2409.17066) | |
| The model itself is sourced from a community release. | |
| It is intended only for experimental purposes. | |
| Users are responsible for any consequences arising from the use of this model. | |
| **Note**: | |
| The PPL test results are for reference only and were collected using GPTQ testing script. | |
| ```json | |
| { | |
| "ctx_2048": { | |
| "wikitext2": 4.266016960144043, | |
| "c4": 7.055798530578613, | |
| "c4-new": 7.898081302642822 | |
| }, | |
| "ctx_4096": { | |
| "wikitext2": 4.011552333831787, | |
| "c4": 6.7151970863342285, | |
| "c4-new": 7.487395763397217 | |
| }, | |
| "ctx_8192": { | |
| "wikitext2": 3.88692045211792, | |
| "c4": 5.2052001953125, | |
| "c4-new": 7.350536346435547 | |
| } | |
| } | |
| ``` | |