Mahdi Nikdan

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authored 2 papers 3 months ago

Efficient Data Selection at Scale via Influence Distillation

Paper • 2505.19051 • Published May 25 • 4

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

Paper • 2505.14669 • Published May 20 • 78

authored 5 papers 7 months ago

RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation

Paper • 2401.04679 • Published Jan 9, 2024 • 2

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks

Paper • 2302.04852 • Published Feb 9, 2023

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2

HALO: Hadamard-Assisted Lossless Optimization for Efficient Low-Precision LLM Training and Fine-Tuning

Paper • 2501.02625 • Published Jan 5 • 16

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

Paper • 2502.05003 • Published Feb 7 • 44