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Stanford's LLM Course CME295 (2025) [video]
- zvr 9mo agoStanford University has published the complete set of lectures for their LLM course of last semester. 9 videos of around 1h50m each: • Lecture 1 - Transformer https://www.youtube.com/watch?v=Ub3GoFaUcds https://www.youtube.com/watch?v=Ub3GoFaUcds • Lecture 2 - Transformer-Based Models & Tricks https://www.youtube.com/watch?v=yT84Y5zCnaA https://www.youtube.com/watch?v=yT84Y5zCnaA • Lecture 3 - Transformers & Large Language Models https://www.youtube.com/watch?v=Q5baLehv5So https://www.youtube.com/watch?v=Q5baLehv5So • Lecture 4 - LLM Training https://www.youtube.com/watch?v=VlA_jt_3Qc4 https://www.youtube.com/watch?v=VlA_jt_3Qc4 • Lecture 5 - LLM tuning https://www.youtube.com/watch?v=PmW_TMQ3l0I https://www.youtube.com/watch?v=PmW_TMQ3l0I • Lecture 6 - LLM Reasoning https://www.youtube.com/watch?v=k5Fh-UgTuCo https://www.youtube.com/watch?v=k5Fh-UgTuCo • Lecture 7 - Agentic LLMs https://www.youtube.com/watch?v=h-7S6HNq0Vg https://www.youtube.com/watch?v=h-7S6HNq0Vg • Lecture 8 - LLM Evaluation https://www.youtube.com/watch?v=8fNP4N46RRo https://www.youtube.com/watch?v=8fNP4N46RRo • Lecture 9 - Recap & Current Trends https://www.youtube.com/watch?v=Q86qzJ1K1Ss https://www.youtube.com/watch?v=Q86qzJ1K1Ss