913: LLM Pre-Training and Post-Training 101 — with Julien Launay
#PythonCode #AdaptiveML #LLM Julien Launay launched Adaptive to give data science teams in business enterprises their “RLOps tooling” to make reinforcement learning easier. Talking to @JonKrohnLearns Julien says, “Most of our users are data scientists who write Python codes to interface with the system”. Adaptive is also able to work with companies without data science teams, collaborating with partners like Deloitte to add the necessary personnel. Julien is currently working on making his platform more widely available. This episode is brought to you by: • Trainium2, the latest AI chip from AWS: https://aws.amazon.com/ai/machine-lea... Interested in sponsoring a SuperDataScience Podcast episode? Email [email protected] for sponsorship information. In this episode you will learn: • (00:00:00) Introduction • (00:04:18) How to create an LLM • (00:10:58) The types of reinforcement learning • (00:27:32) About Adaptive • (00:49:58) Is synthetic data the future of reinforcement learning • (00:54:22) The future of hardware Additional materials: https://www.superdatascience.com/913
Advanced LLM Post-Training: SFT, DPO, Reinforcement Learning w/ Maxime Labonne (Liquid AI)
The Elegant Math Behind Machine Learning
Inside Anthropic, the $965 Billion AI Juggernaut | The Circuit
AI Is Creating A Rare Opportunity For Investors. How Jim Roppel Is Playing It. | Investing With IBD
How to Train LLMs to "Think" (o1 & DeepSeek-R1)
Top AI Researcher: We've Been Lied To About LLM Training
GEPA Explained!
What is SonarQube | Introduction SonarQube | SonarQube Tutorial | SonarQube Basics | Intellipaat
How AI is trained: Pre-training, mid-training, and post-training explained | Lex Fridman Podcast
Reinforcement Learning with Verifiable Rewards - Teaching LLMs to Solve Problems
Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan
Nvidia CEO Jensen Huang Interview| Bloomberg Technology Special
Mathematics of LLMs in Everyday Language
How to understand native speakers when they talk quickly: Live English Class
RAG vs. Fine Tuning
863: TabPFN: Deep Learning for Tabular Data (That Actually Works!) — with Prof. Frank Hutter
Everything I Learned Training Frontier Small Models — Maxime Labonne, Liquid AI
Python Tuple | Python Tuple Tutorial | Python Training | Intellipaat
Something is jamming GPS over Europe. Here's what we found
