Downloads · 30 days
38
2% of all-time downloads
Mistral-7B-v0.1-AQLM-2Bit-1x16-hf
ISTA-DASLab/Mistral-7B-v0.1-AQLM-2Bit-1x16-hf
Mistral-7B-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 Mistral-7B-v0.1.
All-time downloads
1.7K
Public
Parameters
1.3B
2.5 GB on disk
Likes
2
Public
Repo makeup
Click a slice to open those files.
.safetensors2.5 GB · 100%
Parameter types
How the weights are stored.
I16872M · 70%
Try a prompt
Model card
From the Hugging Face model README
Official AQLM quantization of Mistral-7B-v0.1.
For this quantization, we used 1 codebook of 16 bits.
Results (0-shot acc):
| Model | Quantization | WinoGrande | PiQA | HellaSwag | ArcE | ArcC | Model size, Gb |
|---|---|---|---|---|---|---|---|
| Mistral-7B-v0.1 | None | 0.7364 | 0.8047 | 0.6115 | 0.7887 | 0.4923 | 14.5 |
| 1x16 | 0.6914 | 0.7845 | 0.5745 | 0.7504 | 0.4420 | 2.51 |
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
- mistral
- Created
- Mar 11, 2024
- Updated
- Mar 11, 2024