Legare Kerrison

Legare Kerrison

Red Hat
Legare Kerrison is an Open Source Engineer and Developer Advocate on Red Hat's AI team. She focuses on open source tools for building and deploying AI. Currently, she works with projects like vLLM and Podman desktop. She aims to make technical complexity digestible. She loves matcha and the outdoors. Based in Boston.
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Daniel Oh
Daniel Oh
Red Hat
Cedric Clyburn
Cedric Clyburn
Red Hat
Legare Kerrison
Legare Kerrison
Red Hat

Building with Open Source AI: A Crash Course

Thanks to open source, in the past year, we’ve seen a fundamental change: developers and enterprises are moving away from proprietary, closed-source models. To save costs, prioritize privacy, and allo...
Data Data Mini Lab 90 min. INTERMEDIATE
Legare Kerrison
Legare Kerrison
Red Hat

Fast, Cheap, and Accurate: Optimizing LLM Inference with vLLM and Quantization

This demo-driven talk shows how to efficiently serve large language models using vLLM, focusing on optimizing latency, throughput, and memory. It compares standard and quantized models under load, exp...
DevNation Day DevNation Day Conference 50 min. INTERMEDIATE