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ayazdan 

authored 3 papers 8 months ago

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

Paper • 2406.05981 • Published Jun 10, 2024 • 13

SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs

Paper • 2405.16325 • Published May 25, 2024 • 1

Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers

Paper • 2402.04744 • Published Feb 7, 2024 • 2

ayazdan 

authored 4 papers over 1 year ago

STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition

Paper • 2302.01172 • Published Feb 2, 2023

Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2

Learning Performance-Improving Code Edits

Paper • 2302.07867 • Published Feb 15, 2023

ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design

Paper • 2306.08888 • Published Jun 15, 2023 • 1