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Official AQLM quantization of google/gemma-2b.

For this quantization, we used 2 codebooks of 8 bits.

Results (0-shot acc):

Model	Quantization	WinoGrande	PiQA	HellaSwag	ArcE	ArcC	Model size, Gb
gemma-2b	None	0.6472	0.7715	0.5279	0.7403	0.4053	5.0
	2x8	0.5801	0.6828	0.3891	0.5791	0.2534	1.6

To learn more about the inference, as well as the information on how to quantize models yourself, please refer to the official GitHub repo.

Safetensors

Model size

1.02B params

Tensor type

FP16

Inference Examples

Inference API (serverless) is not available, repository is disabled.

Space using ISTA-DASLab/gemma-2b-AQLM-2Bit-2x8-hf 1

Collection including ISTA-DASLab/gemma-2b-AQLM-2Bit-2x8-hf