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Mixtral-8x7B-Instruct-v0_1-AQLM-2Bit-1x16-hf
ISTA-DASLab/Mixtral-8x7B-Instruct-v0_1-AQLM-2Bit-1x16-hf
Mixtral-8x7B-Instruct-v0_1-AQLM-2Bit-1x16-hf is a text generation model from ISTA-DASLab. Use it when you need the model to write or continue text. It is set up for transformers.
Official AQLM quantization of mistralai/Mixtral-8x7B-Instruct-v0.1.
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Model card
From the Hugging Face model README
Official AQLM quantization of mistralai/Mixtral-8x7B-Instruct-v0.1.
For this quantization, we used 1 codebook of 16 bits.
Selected evaluation results for this model:
| Model | AQLM scheme | WinoGrande | PiQA | HellaSwag | ArcE | ArcC | Model size, Gb | Hub link |
|---|---|---|---|---|---|---|---|---|
| Mixtral-8x7B-Instruct-v0.1 (THIS) | 1x16 | 0.7593 | 0.8043 | 0.6179 | 0.7768 | 0.4793 | 12.6 | Link |
To learn more about the inference, as well as the information on how to quantize models yourself, please refer to the official GitHub repo.
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- Created
- Feb 17, 2024
- Updated
- Feb 27, 2024