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ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8

Model

Official AQLM quantization of [meta-llama/Llama-3.2-1B

1

3 commits

1 linked in READMEs

updated Nov 8, 2024

See the code

README

Official AQLM quantization of meta-llama/Llama-3.2-1B finetuned with PV-Tuning.

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

Results:

ModelQuantizationMMLU (5-shot)ArcCArcEHellaswagPiQAWinograndeModel size, Gb
meta-llama/Llama-3.2-1B-Instructfp160.45510.35840.68560.45200.74320.59512.5
2x8g80.28860.29180.60650.39900.70570.57460.8
aqlm
conversational
endpoints_compatible
facebook
llama
llama-3
meta
safetensors
text-generation
text-generation-inference
transformers

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ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8

Model

Official AQLM quantization of [meta-llama/Llama-3.2-1B

1

3 commits

1 linked in READMEs

updated Nov 8, 2024

See the code

README

Official AQLM quantization of meta-llama/Llama-3.2-1B finetuned with PV-Tuning.

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

Results:

ModelQuantizationMMLU (5-shot)ArcCArcEHellaswagPiQAWinograndeModel size, Gb
meta-llama/Llama-3.2-1B-Instructfp160.45510.35840.68560.45200.74320.59512.5
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