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

Model

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

0

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-3.2-1Bfp160.31950.31230.65530.47720.74480.60542.5
2x8g80.24650.27130.58960.40340.70670.55640.8
aqlm
conversational
endpoints_compatible
facebook
llama
llama-3
meta
safetensors
text-generation
text-generation-inference
transformers

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

Model

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

0

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-3.2-1Bfp160.31950.31230.65530.47720.74480.60542.5
2x8g80.24650.27130.58960.40340.70670.55640.8
aqlm
conversational
endpoints_compatible
facebook
llama
llama-3
meta
safetensors
text-generation
text-generation-inference
transformers