2 papers
cs.LG2025
Gradual Binary Search and Dimension Expansion : A general method for activation quantization in LLMs
Lucas Maisonnave, Cyril Moineau, Olivier Bichler +1
Large language models (LLMs) have become pivotal in artificial intelligence, demonstrating strong capabilities in reasoning, understanding, and generating data. However, their depl…
cs.CL2025
Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-based Language Models
Lucas Maisonnave, Cyril Moineau, Olivier Bichler +1
Large Language Models (LLMs) have demonstrated remarkable capabilities in various natural language processing tasks. However, their size presents significant challenges for deploym…