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 updated a collection 1 day ago

BlackSamorez updated a collection 1 day ago

BlackSamorez updated a model 1 day ago

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

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Papers

Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

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ISTA-DASLab 's Papers 6

Submitted by

SpiridonSunRotator

Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab

3

Submitted by

softmax

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab

3

Submitted by

BlackSamorez

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab

Submitted by

d-alistarh

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab

Scalable Mechanistic Neural Networks

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models

ISTA-DASLab

IST Austria Distributed Algorithms and Systems Lab