The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm Paper • 2507.18553 • Published 13 days ago • 37
SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models Paper • 2505.17967 • Published May 23 • 17
Quartet: Native FP4 Training Can Be Optimal for Large Language Models Paper • 2505.14669 • Published May 20 • 78
Quartet: Native FP4 Training Can Be Optimal for Large Language Models Paper • 2505.14669 • Published May 20 • 78
DarwinLM: Evolutionary Structured Pruning of Large Language Models Paper • 2502.07780 • Published Feb 11 • 18
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Paper • 2502.05003 • Published Feb 7 • 44
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