PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
Paper
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2405.14852
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Published
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1
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 • Updated • 123 • 46 -
ISTA-DASLab/Mistral-Nemo-Instruct-2407-AQLM-PV-2Bit-1x16-hf
Updated • 9 • 3 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 111 • 8 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf
Text Generation • Updated • 73 • 2 -
ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-1Bit-1x16-hf
Text Generation • Updated • 71 -
ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 74 • 3 -
ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-1Bit-1x16-hf
Text Generation • Updated • 85 -
ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-2bit-1x16
Text Generation • Updated • 10 • 1 -
ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-1bit-1x16
Text Generation • Updated • 129 • 1 -
ISTA-DASLab/Qwen2-72B-AQLM-PV-2bit-1x16
Text Generation • Updated • 15 -
ISTA-DASLab/Qwen2-72B-AQLM-PV-1bit-1x16
Text Generation • Updated • 18 -
ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-1Bit-1x16-hf
Text Generation • Updated • 173 -
ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16
Text Generation • Updated • 18 • 4 -
ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-2Bit-1x16
Text Generation • Updated • 149 • 3 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf
Text Generation • Updated • 116 -
ISTA-DASLab/Phi-3-mini-4k-instruct-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 127 • 1 -
ISTA-DASLab/Mistral-7B-v0.1-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 13 -
ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 19 -
ISTA-DASLab/Llama-2-13b-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 11 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-1x16-hf
Text Generation • Updated • 18 -
ISTA-DASLab/Llama-2-7b-AQLM-PV-1Bit-1x16-hf
Text Generation • Updated • 170 -
ISTA-DASLab/Llama-3.2-1B-AQLM-PV-2Bit-2x8
Text Generation • Updated • 103 -
ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8
Text Generation • Updated • 44 -
ISTA-DASLab/Llama-3.2-3B-AQLM-PV-2Bit-2x8
Text Generation • Updated • 512 -
ISTA-DASLab/Llama-3.2-3B-Instruct-AQLM-PV-2Bit-2x8
Text Generation • Updated • 28