SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models Paper • 2410.03750 • Published Oct 1, 2024 • 2
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models Paper • 2501.17088 • Published Jan 28 • 2
Low-Rank Adapters Meet Neural Architecture Search for LLM Compression Paper • 2501.16372 • Published Jan 23 • 11
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search Paper • 2404.10934 • Published Apr 16, 2024
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities Paper • 2205.10358 • Published May 19, 2022