IST Austria Distributed Algorithms and Systems Lab

university

https://ist.ac.at/en/research/alistarh-group/

https://github.com/IST-DASLab

AI & ML interests

None defined yet.

Recent Activity

helcig updated a model about 13 hours ago

ISTA-DASLab/lossless-lm-dev

softmax authored a paper about 2 months ago

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

BlackSamorez new activity 2 months ago

ISTA-DASLab/Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16:VLLM error

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Papers

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

CAGE: Curvature-Aware Gradient Estimation For Accurate Quantization-Aware Training

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ISTA-DASLab 's models 147

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

Text Generation • 0.5B • Updated Nov 8, 2024 • 10

ISTA-DASLab/Llama-3.2-3B-AQLM-PV-2Bit-2x8

Text Generation • 1B • Updated Nov 8, 2024 • 1

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

Text Generation • 2B • Updated Nov 8, 2024 • 83 • 12

ISTA-DASLab/Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16

Text Generation • 11B • Updated Sep 17, 2024 • 29 • 46

ISTA-DASLab/Meta-Llama-3.1-70B-AQLM-PV-2Bit-1x16

Text Generation • 11B • Updated Sep 14, 2024 • 5 • 18

ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-1Bit-1x16

Text Generation • 7B • Updated Sep 14, 2024 • 1

ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-1x16-hf

Text Generation • 2B • Updated Aug 28, 2024 • 20 • 9

ISTA-DASLab/Mistral-Nemo-Instruct-2407-AQLM-PV-2Bit-1x16-hf

3B • Updated Aug 16, 2024 • 3

ISTA-DASLab/AQLM-executorch

Updated Aug 12, 2024 • 18

ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-1Bit-1x16-hf

Text Generation • 2B • Updated Aug 9, 2024 • 3 • 1

ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-1Bit-1x16-hf

Text Generation • 2B • Updated Aug 9, 2024 • 2 • 1

ISTA-DASLab/Meta-Llama-3.1-8B-AQLM-PV-2Bit-1x16-hf

Text Generation • 2B • Updated Aug 9, 2024 • 4 • 3

ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-2Bit-2x8-hf

Text Generation • 3B • Updated Aug 9, 2024 • 3 • 2

ISTA-DASLab/Phi-3-mini-4k-instruct-AQLM-PV-2Bit-1x16-hf

Text Generation • 0.7B • Updated Aug 3, 2024 • 11 • 2

ISTA-DASLab/Qwen2-72B-AQLM-PV-1bit-1x16

Text Generation • 12B • Updated Jul 25, 2024 • 1

ISTA-DASLab/Qwen2-72B-AQLM-PV-2bit-1x16

Text Generation • 12B • Updated Jul 25, 2024 • 2

ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-2bit-1x16

Text Generation • 12B • Updated Jul 25, 2024 • 1 • 1

ISTA-DASLab/Qwen2-72B-Instruct-AQLM-PV-1bit-1x16

Text Generation • 7B • Updated Jul 25, 2024 • 1 • 1

ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-1Bit-1x16-hf

Text Generation • 1B • Updated Jul 8, 2024 • 10

ISTA-DASLab/Phi-3-medium-4k-instruct-AQLM-PV-2Bit-1x16-hf

Text Generation • 2B • Updated Jul 8, 2024 • 10

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

Text Generation • 2B • Updated Jul 2, 2024 • 10 • 7

ISTA-DASLab/Llama-2-13b-AQLM-2Bit-2x8-hf

Text Generation • 4B • Updated Jun 4, 2024 • 13

ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16

Text Generation • 11B • Updated May 31, 2024 • 3 • 4

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

Text Generation • 2B • Updated May 31, 2024 • 1 • 3

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

Text Generation • 2B • Updated May 31, 2024 • 2

ISTA-DASLab/Llama-2-7b-AQLM-PV-1Bit-1x16-hf

Text Generation • 0.9B • Updated May 31, 2024 • 6

ISTA-DASLab/Llama-2-70b-AQLM-PV-2Bit-1x16-hf

Text Generation • 9B • Updated May 31, 2024

ISTA-DASLab/Llama-2-13b-AQLM-PV-2Bit-1x16-hf

Text Generation • 2B • Updated May 31, 2024

ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf

Text Generation • 2B • Updated May 31, 2024 • 64

ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-1x16-hf

Text Generation • 1B • Updated May 31, 2024 • 5