DarwinLM: Evolutionary Structured Pruning of Large Language Models Paper • 2502.07780 • Published Feb 11 • 17
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Paper • 2502.05003 • Published Feb 7 • 43
Cottention: Linear Transformers With Cosine Attention Paper • 2409.18747 • Published Sep 27, 2024 • 17 • 5
EvoPress: Towards Optimal Dynamic Model Compression via Evolutionary Search Paper • 2410.14649 • Published Oct 18, 2024 • 9
Plus Strategies are Exponentially Slower for Planted Optima of Random Height Paper • 2404.09687 • Published Apr 15, 2024