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The Stack Overflow Podcast
A leading ML educator on what you need to know about LLMs
Mar 8, 2024
Explore the foundations of Large Language Models (LLMs) with Maxime Labone as he discusses AI development. Learn about integrating Gen AI into organizations, the capabilities and limitations of language models for AI, and advancements in model architecture for LLMs.
31:20
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Quick takeaways
- Understanding math in LLMs isn't essential for practical use, prioritize applications over deep math knowledge.
- Strategies for organizations adopting Gen AI include building foundation models, leveraging expertise, and fine-tuning smaller models.
Deep dives
Maxime Labone's AI Journey and Contributions
Maxime Labone shares his journey starting with AI during his PhD in cybersecurity. He expanded into computer networks and worked with language models at JP Morgan. He contributes resources and tools for learning large language models like LLMs, provides open-source tools, and focuses on fine-tuning techniques and merges.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode