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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.

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Safetensors

Model size

1.25B params

Tensor type

FP16

I16

Inference Examples

Text Generation

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Collection including ISTA-DASLab/Mistral-7B-v0.1-AQLM-2Bit-1x16-hf

AQLM

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AQLM quantized LLMs • 20 items • Updated May 3 • 44