Kurtz, Mark

1. The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models
   2022/03/14 by Kurtic, Eldar, Campos, Daniel, Nguyen, Tuan +5 · 10 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. How Well Do Sparse Imagenet Models Transfer?
   2021/11/26 by Eugenia Iofinova, Iofinova, Eugenia, Alexandra Peşte +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
3. "Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
   2024/11/04 by Eldar Kurtic, Kurtic, Eldar, Alexandre Carriconde Marques +7 · 5 citations
   Engineering · Computer Science · #Reservoir Engineering and Simulation Methods #Distributed and Parallel Computing Systems
4. Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment
   2024/05/06 by Abhinav Agarwalla, Agarwalla, Abhinav, Abhay Gupta +21 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Geometry and Mesh Generation #Dynamics and Control of Mechanical Systems #FOS: Computer and information sciences #Robotic Mechanisms and Dynamics