Optimize LLMs with LLM Compressor in Red Hat OpenShift AI

18 · Red Hat · May 20, 2025, 12:05 p.m.
Summary
This blog post discusses the LLM Compressor, a tool for optimizing large language models through advanced compression techniques like quantization and pruning, integrated into the Red Hat OpenShift AI platform. It highlights the importance of reducing computational costs while maintaining model quality, and introduces several methods available for model optimization along with practical examples for ML engineers and data scientists.