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Data and Environment Curation for Post-Training LLMs — Mahesh Sathiamoorthy, Bespoke Labs
Direct-OPD: Cut LLM Alignment Training Time from Weeks to Hours. LLM Post Training. RL Bottlenecks.
How language model post-training is done today
Updates from Py Torch Conference 2024, training AI models faster, & introducing the new Think Lab!
Introduction to LLM Post Training by Maxime Labonne, PhD
Efficient Pretraining of LLMs in NVFP4 at PyTorchCon
BPCO: Stable Critic-Based RL for LLMs
Post-Training Techniques: How LLMs Learn to Follow Instructions
ChatGPT, Claude and Grok Went Down. It Took 6 Hours to Learn Why.
How to build context-aware AI with LLMs, RAG, and MCP
Post training LLMs: Smarter Algorithms & Rewards
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Last Updated: September 6, 2026
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Summary
In this AI Research Roundup episode, Alex discusses the paper: 'Knowing When Not to Recorded live at the NY AI Summit 2025 (Javits Center, New York). Fine-tuning open-source LLMs is no longer experimental, ... In this video we overview the AI Runtime (AIR) CLI with Databricks Engineering. This feature makes it extremely simple to train ... Julien Launay launched Adaptive to give data science teams in business enterprises their “RLOps tooling” to make reinforcement ... Mahesh Sathiamoorthy's pitch is to stand in the researcher's shoes: the hard part of While the scaling of Large Language Models (LLMs) continues to unlock unprecedented capabilities, aligning these massive ... I'm far more optimistic about the state of open recipes for and knowledge of Welcome to The Short, the biweekly recap of IBM's latest innovations and research. This week we share some of the highlights ... Speaker: Maxime Labonne, PhD, Head of Anjulie Agrusa, Ryan Spring, and Bruce Zitelli of NVIDIA will show how the latest NVFP4 pretraining recipes can accelerate ... CME295 Transformers and Large Language Models is open for enrollment until September 6. Learn more: ... When Anthropic's Claude, OpenAI's ChatGPT, and SpaceXAI's Grok experienced concurrent outages on September 3, 2026, tech ... With all the technologies floating around the tech space these days it almost sounds a buzzwords bingo. This talk will go over ...
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