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Saleh Ashkboos

PhD student, Swiss Federal Institute of Technology

2 papers at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

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

#3406 · Roberto L. Castro, Andrei Panferov, Soroush Tabesh, Oliver Sieberling, Jiale Chen, Mahdi Nikdan, Saleh Ashkboos, Dan Alistarh

We provide a method for accurate end-to-end FP4 training of Large Language Models.

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

HALO: Hadamard-Assisted Lower-Precision Optimization for LLMs

#3302 · Saleh Ashkboos, Mahdi Nikdan, Soroush Tabesh, Roberto L. Castro, Torsten Hoefler, Dan Alistarh

A low-precision scheme for fine-tuning LLMs