PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
Paper • 2405.14852 • Published • 2
AQLM+PV
Official AQLM quantizations for "PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression": https://arxiv.org/abs/2405.14852
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ISTA-DASLab/Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16
Text Generation • 11B • Updated • 18 • 45 -
ISTA-DASLab/Mistral-Nemo-Instruct-2407-AQLM-PV-2Bit-1x16-hf
3B • Updated • 15 • 3 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-1x16-hf
Text Generation • 2B • Updated • 80 • 8 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf
Text Generation • 3B • Updated • 132 • 2 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-1Bit-1x16-hf
Text Generation • 2B • Updated • 9 • 1 -
ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-2Bit-1x16-hf
Text Generation • 2B • Updated • 9 • 3 -
ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-1Bit-1x16-hf
Text Generation • 2B • Updated • 7 • 1 -
ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-2bit-1x16
Text Generation • 12B • Updated • 6 • 1 -
ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-1bit-1x16
Text Generation • 7B • Updated • 4 • 1 -
ISTA-DASLab/Qwen2-72B-AQLM-PV-2bit-1x16
Text Generation • 12B • Updated • 4 -
ISTA-DASLab/Qwen2-72B-AQLM-PV-1bit-1x16
Text Generation • 12B • Updated • 6 -
ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-1Bit-1x16-hf
Text Generation • 1B • Updated • 12 -
ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16
Text Generation • 11B • Updated • 9 • 4 -
ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-2Bit-1x16
Text Generation • 2B • Updated • 7 • 4 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf
Text Generation • 2B • Updated • 8 -
ISTA-DASLab/Phi-3-mini-4k-instruct-AQLM-PV-2Bit-1x16-hf
Text Generation • 0.7B • Updated • 30 • 2 -
ISTA-DASLab/Mistral-7B-v0.1-AQLM-PV-2Bit-1x16-hf
Text Generation • 1B • Updated • 4 -
ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf
Text Generation • 9B • Updated • 12 -
ISTA-DASLab/Llama-2-13b-AQLM-PV-2Bit-1x16-hf
Text Generation • 2B • Updated • 39 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-1x16-hf
Text Generation • 1B • Updated • 39 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-1Bit-1x16-hf
Text Generation • 0.9B • Updated • 11 -
ISTA-DASLab/Llama-3.2-1B-AQLM-PV-2Bit-2x8
Text Generation • 0.5B • Updated • 5 -
ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8
Text Generation • 0.5B • Updated • 6 • 1 -
ISTA-DASLab/Llama-3.2-3B-AQLM-PV-2Bit-2x8
Text Generation • 1B • Updated • 5 -
ISTA-DASLab/Llama-3.2-3B-Instruct-AQLM-PV-2Bit-2x8
Text Generation • 1B • Updated • 14