

How He Built The Best 7B Params LLM with Maxime Labonne #43
25 snips Mar 7, 2024
In this podcast, Maxime Labonne discusses building 7B params LLMs, steps to create LLMs, RAG vs fine-tuning, DPO vs RLHF, and deploying LLMs in production. He shares insights on merging models for enhanced performance, getting into GenAI, and using ChatGPT for various applications. From cybersecurity to AI, Maxime's journey and career advice offer valuable perspectives on entering the field of AI.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8
Introduction
00:00 • 3min
Journey from Cybersecurity to AI and Protocols
02:38 • 12min
Exploring Cursor Tool and LLM Fundamentals in Programming
14:19 • 4min
Starting with Projects and Hands-on Experience
18:11 • 17min
Enhancing Language Models with RAG and Fine-Tuning
34:45 • 5min
Explanation of LLM Chef and DPO in AI Modeling
39:19 • 2min
Merge LLMs for Enhanced Performance and Efficiency
41:02 • 6min
Exploring the Intersection of Game Development and Machine Learning
46:53 • 7min