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

Model

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

12

12 commits

1 linked in READMEs

updated Nov 8, 2024

See the code

README

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

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

Results:

ModelQuantizationMMLU (5-shot)GSM8k (8-shot)ArcCArcEHellaswagWinograndePiQAModel size, Gb
meta-llama/Meta-Llama-3-8B-InstructNone0.65600.74750.52990.81650.57710.78670.720616.1
1x160.58720.50870.45900.77100.54910.77260.69534.1

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-Instruct-AQLM-2Bit-1x16

Model

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

12

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1 linked in READMEs

updated Nov 8, 2024

See the code

README

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

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

Results:

ModelQuantizationMMLU (5-shot)GSM8k (8-shot)ArcCArcEHellaswagWinograndePiQAModel size, Gb
meta-llama/Meta-Llama-3-8B-InstructNone0.65600.74750.52990.81650.57710.78670.720616.1
1x160.58720.50870.45900.77100.54910.77260.69534.1

UPD 02.05.2024

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aqlm
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llama-3
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safetensors
text-generation
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transformers

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