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ISTA-DASLab/Meta-Llama-3-8B-AQLM-2Bit-1x16

Model

Official AQLM quantization of [meta-llama/Meta-Llama-3-8B

8

7 commits

1 linked in READMEs

updated Jul 2, 2024

See the code

README

Official AQLM quantization of meta-llama/Meta-Llama-3-8B .

For this quantization, we used 1 codebook of 16 bits.

Results:

ModelQuantizationMMLU (5-shot)ArcCArcEHellaswagPiQAWinograndeModel size, Gb
meta-llama/Meta-Llama-3-8BNone0.65250.50430.80090.60190.79710.726116.1
1x160.56470.41300.74280.55450.77800.71984.1

UPD 02.05.2024

The version of model with improved fine-tuning procedure.

aqlm
conversational
endpoints_compatible
facebook
llama
llama-3
meta
safetensors
text-generation
text-generation-inference
transformers

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ISTA-DASLab/Meta-Llama-3-8B-AQLM-2Bit-1x16

Model

Official AQLM quantization of [meta-llama/Meta-Llama-3-8B

8

7 commits

1 linked in READMEs

updated Jul 2, 2024

See the code

README

Official AQLM quantization of meta-llama/Meta-Llama-3-8B .

For this quantization, we used 1 codebook of 16 bits.

Results:

ModelQuantizationMMLU (5-shot)ArcCArcEHellaswagPiQAWinograndeModel size, Gb
meta-llama/Meta-Llama-3-8BNone0.65250.50430.80090.60190.79710.726116.1
1x160.56470.41300.74280.55450.77800.71984.1

UPD 02.05.2024

The version of model with improved fine-tuning procedure.

aqlm
conversational
endpoints_compatible
facebook
llama
llama-3
meta
safetensors
text-generation
text-generation-inference
transformers

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