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

Model

Official AQLM quantization of google/gemma-2b.

7 commits

1 linked in READMEs

updated Mar 10, 2024

See the code

README

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.

aqlm

endpoints_compatible

gemma

safetensors

text-generation

text-generation-inference

transformers

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

Model

Official AQLM quantization of google/gemma-2b.

7 commits

1 linked in READMEs

updated Mar 10, 2024

See the code

README

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.

aqlm

endpoints_compatible

gemma

safetensors

text-generation

text-generation-inference

transformers

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