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 4 days ago

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

soroushtabesh authored a paper 4 days ago

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

BlackSamorez submitted a paper 4 days ago

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

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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/Qwen3-0.6B-FPQuant-QAT-NVFP4

Text Generation • 0.4B • Updated Oct 16, 2025 • 1

ISTA-DASLab/Llama-3.1-8B-Instruct-MR-GPTQ-mxfp

Image-Text-to-Text • 5B • Updated Oct 3, 2025 • 39

ISTA-DASLab/Llama-3.1-8B-Instruct-MR-GPTQ-nvfp

Image-Text-to-Text • 5B • Updated Oct 3, 2025 • 9

ISTA-DASLab/Llama-3.2-1B-Instruct-GGUF

1B • Updated Sep 11, 2025 • 38

ISTA-DASLab/Llama-3.1-8B-Instruct-GGUF

8B • Updated Sep 11, 2025 • 48

ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1000steps

Text Generation • 5B • Updated Aug 11, 2025 • 1

ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-1400steps

Text Generation • 5B • Updated Aug 11, 2025 • 1

ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-600steps

Text Generation • 5B • Updated Aug 10, 2025 • 1

ISTA-DASLab/Qwen3-8B-FPQuant-QAT-NVFP4-200steps

Text Generation • 5B • Updated Aug 10, 2025 • 3

ISTA-DASLab/Qwen3-1.7B-FPQuant-QAT-NVFP4-600steps

Text Generation • 1B • Updated Aug 10, 2025 • 1

ISTA-DASLab/Qwen3-1.7B-FPQuant-QAT-NVFP4-200steps

Text Generation • 1B • Updated Aug 10, 2025 • 1

ISTA-DASLab/Qwen3-8B-FPQuant-RTN-NVFP4

Text Generation • 5B • Updated Aug 4, 2025 • 7

ISTA-DASLab/Qwen3-1.7B-FPQuant-RTN-MXFP4

Text Generation • 1B • Updated Aug 4, 2025 • 1

ISTA-DASLab/Qwen3-1.7B-FPQuant-RTN-NVFP4

Text Generation • 1B • Updated Aug 4, 2025 • 1

ISTA-DASLab/Qwen3-4B-FPQuant-RTN-NVFP4

Text Generation • 2B • Updated Aug 4, 2025 • 2

ISTA-DASLab/Qwen3-4B-FPQuant-RTN-MXFP4

Text Generation • 2B • Updated Aug 4, 2025 • 1

ISTA-DASLab/Qwen3-0.6B-FPQuant-RTN-MXFP4

Text Generation • 0.4B • Updated Aug 4, 2025 • 30 • 1

ISTA-DASLab/Qwen3-0.6B-FPQuant-RTN-NVFP4

Text Generation • 0.4B • Updated Aug 4, 2025 • 17

ISTA-DASLab/Qwen3-32B-FPQuant-GPTQ-MXFP4

18B • Updated Jul 24, 2025

ISTA-DASLab/Qwen3-14B-FPQuant-GPTQ-MXFP4

9B • Updated Jul 24, 2025 • 6

ISTA-DASLab/Qwen3-8B-FPQuant-GPTQ-MXFP4

5B • Updated Jul 24, 2025 • 3

ISTA-DASLab/Llama-3.1-8B-Instruct-FPQuant-GPTQ-MXFP4

5B • Updated Jul 20, 2025

ISTA-DASLab/Qwen3-8B-FPQuant-RTNv2-MXFP4

5B • Updated Jul 19, 2025 • 1

ISTA-DASLab/Qwen3-8B-FPQuant-RTN-MXFP4

Text Generation • 5B • Updated Jul 15, 2025 • 11

ISTA-DASLab/DeepSeek-V3-0324-GPTQ-4b-128g-experts

Text Generation • 104B • Updated Jun 3, 2025 • 84 • 3

ISTA-DASLab/DeepSeek-R1-0528-GPTQ-4b-128g-experts

Text Generation • 104B • Updated Jun 2, 2025 • 6 • 5

ISTA-DASLab/gemma-3-12b-it-GPTQ-4b-128g

Image-Text-to-Text • 3B • Updated Apr 13, 2025 • 2.09k • 6

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

Image-Text-to-Text • 2B • Updated Apr 13, 2025 • 689 • 7

ISTA-DASLab/DeepSeek-R1-GPTQ-4b-128g-experts

Text Generation • 104B • Updated Apr 8, 2025 • 3 • 4

ISTA-DASLab/DeepSeek-R1-GPTQ-4b-128g

Text Generation • 91B • Updated Apr 8, 2025 • 4