distillation

12 talks

Traditional vs LLM Recommender Systems: Are They Worth It?Arpita Vats, LinkedIn · 47:40 · Aug 2025 · 2,390 viewsPodcastTricks to Fine TuningPrithviraj Ammanabrolu, Databricks · 54:02 · May 2025 · 290 views · MLOps PodcastPodcastFrom Rules to Reasoning EnginesGeorge Mathew, Insight Partners · 1:05:27 · Mar 2025 · 421 views · MLOps PodcastReading groupDeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningAdam Becker, MLOps Community & Nehil Jain, Stealth AI Startup & Matt Squire, Fuzzy Labs & Sophia Skowronski, Breckinridge Capital Advisors · 1:00:25 · Mar 2025 · 551 views · MLOps Reading GroupPodcastLLM Distillation and CompressionGuanhua "Alex" Wang, Microsoft · 49:48 · Dec 2024 · 579 views · MLOps PodcastReading groupRAG: The Future of AI Search (and Prompt Engineering)Korri Jones, Chick-fil-A Corporate Support Center & Valdimar Eggertsson, Snjallgögn (Smart Data inc.) & Sophia Skowronski, Breckinridge Capital Advisors & Lihu Chen & Binoy Perera · 10:13 · Nov 2024 · 312 views · MLOps Reading GroupReading groupSmall Models, Big Ideas: The Next Frontier in AIKorri Jones, Chick-fil-A Corporate Support Center & Valdimar Eggertsson, Snjallgögn (Smart Data inc.) & Sophia Skowronski, Breckinridge Capital Advisors & Lihu Chen, Imperial College London & Binoy Perera, MLOps Community · 58:44 · Nov 2024 · 275 views · MLOps Reading GroupMaking LLM Inference AffordableDaniel Campos, Snowflake · 32:07 · Jul 2023 · 1,782 views · LLMs in Production 2023Foundation Models in the Modern Data StackInes Chami, Numbers Station · 13:17 · Jul 2023 · 847 views · LLMs in Production 2023Cost Optimization and PerformanceLina Weichbrodt & Luis Ceze, OctoML & Jared Zoneraich, Prompt Layer & Daniel Campos, Neeva & Mario Kostelac, Intercom · 36:06 · May 2023 · 930 views · LLMs in Production 2023Solving the Last Mile Problem of Foundation Models with Data-Centric AIAlex Ratner, Snorkel AI and University of Washington · 36:47 · Apr 2023 · 3,244 views · LLMs in Production 2023PodcastFoundational Models are the Future but...Alex Ratner, Snorkel AI · 52:42 · Jan 2023 · 1,132 views · MLOps Podcast