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Practical Evaluation of LLMs for Code – Maliheh Izadi

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Practical Evaluation of LLMs for Code - Maliheh Izadi

Don’t miss out! Join us at the next Open Source Summit in Seoul, South Korea (November 4-5). Join us at the premier vendor-neutral open source conference, where developers and technologists come together to collaborate, share knowledge, and explore the latest innovations and advancements in open source technology. Learn more at https://events.linuxfoundation.org/

Practical Evaluation of LLMs for Code – Maliheh Izadi

Session Outline:

Practical application of open-weight large language models for code generation
Evaluation of model performance in live software development environments
Analysis of failed cases and insights from these failures
Overview of AI4SE benchmarking approaches
Discussion of existing challenges in AI for software engineering

Date: September 5, 2025