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

BlackSamorez authored a paper 2 days ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

soroushtabesh authored a paper 2 days ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

BlackSamorez submitted a paper 2 days ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

View all activity

Papers

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

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ISTA-DASLab 's models 147

ISTA-DASLab/Mistral-Small-3.1-24B-Instruct-2503-GPTQ-4b-128g

Image-Text-to-Text • 5B • Updated Apr 6, 2025 • 275 • 17

ISTA-DASLab/Llama-2-7b-AQLM-1Bit-1x8-hf

1B • Updated Mar 20, 2025 • 1 • 1

ISTA-DASLab/gemma-3-27b-it-GPTQ-4b-128g

Image-Text-to-Text • 5B • Updated Mar 20, 2025 • 19.7k • 43

ISTA-DASLab/QuEST-800M-INT4

Text Generation • Updated Feb 19, 2025

ISTA-DASLab/QuEST-800M-INT1

Updated Feb 18, 2025

ISTA-DASLab/QuEST-800M-sparse-INT4

Updated Feb 18, 2025

ISTA-DASLab/DeepSeek-R1-Distill-Qwen-14B-HIGGS-4bit

Text Generation • 5B • Updated Feb 14, 2025 • 1

ISTA-DASLab/DeepSeek-R1-HIGGS-4bit

182B • Updated Feb 14, 2025 • 2

ISTA-DASLab/DeepSeek-R1-Distill-Qwen-32B-HIGGS-4bit

Text Generation • 9B • Updated Feb 14, 2025 • 2

ISTA-DASLab/DeepSeek-R1-Distill-Llama-70B-HIGGS-4bit

Text Generation • 19B • Updated Feb 12, 2025 • 2

ISTA-DASLab/QuEST-800M-BF16

Updated Feb 10, 2025

ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-GPTQ-4bit

19B • Updated Dec 12, 2024 • 7

ISTA-DASLab/Llama-3.1-8B-HIGGS-GPTQ-4bit

Text Generation • 3B • Updated Dec 10, 2024 • 5

ISTA-DASLab/Llama-3.1-8B-HIGGS-GPTQ-3bit

Text Generation • 2B • Updated Dec 10, 2024 • 1

ISTA-DASLab/Llama-3.1-8B-Instruct-HIGGS-GPTQ-3bit

Text Generation • 2B • Updated Dec 10, 2024 • 1

ISTA-DASLab/Llama-3.1-8B-Instruct-HIGGS-GPTQ-4bit

Text Generation • 3B • Updated Dec 10, 2024 • 1

ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-4bit

Text Generation • 19B • Updated Dec 9, 2024 • 1 • 3

ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit

Text Generation • 15B • Updated Dec 6, 2024

ISTA-DASLab/Llama-3.1-70B-Instruct-HIGGS-4bit

Text Generation • 19B • Updated Dec 6, 2024

ISTA-DASLab/Llama-3.1-70B-Instruct-HIGGS-3bit

Text Generation • 15B • Updated Dec 6, 2024

ISTA-DASLab/Llama-3.1-8B-Instruct-HIGGS-3bit

Text Generation • 2B • Updated Dec 6, 2024 • 1

ISTA-DASLab/Llama-3.1-8B-Instruct-HIGGS-4bit

Text Generation • 3B • Updated Dec 6, 2024 • 2

ISTA-DASLab/Llama-3.1-8B-HIGGS-3bit

Text Generation • 2B • Updated Dec 6, 2024 • 1

ISTA-DASLab/Llama-3.1-8B-HIGGS-4bit

Text Generation • 3B • Updated Dec 6, 2024

ISTA-DASLab/gemma-2-9b-HIGGS-3bit

Text Generation • 3B • Updated Dec 6, 2024 • 1

ISTA-DASLab/gemma-2-9b-HIGGS-4bit

Text Generation • 3B • Updated Dec 6, 2024 • 1

ISTA-DASLab/gemma-2-9b-it-HIGGS-3bit

Text Generation • 3B • Updated Dec 6, 2024

ISTA-DASLab/gemma-2-9b-it-HIGGS-4bit

Text Generation • 3B • Updated Dec 6, 2024 • 1 • 1

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

Text Generation • 1B • Updated Nov 8, 2024 • 3

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

Text Generation • 0.5B • Updated Nov 8, 2024 • 17 • 1