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Post-Training and RLHF Overview | Post-Training Book Course, Lecture 1
Nathan Lambert
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The author of The RLHF Book maps out post-training.
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23:16Julia TurcDeepSeek's GRPO (Group Relative Policy Optimization) | Reinforcement Learning for LLMs
The RL algorithm behind DeepSeek-R1-style reasoning training.
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3:31:24Andrej KarpathyDeep Dive into LLMs like ChatGPT
The full pipeline from pretraining to RL, for a general audience.
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1:07:09Dwarkesh PatelRichard Sutton – Father of RL thinks LLMs are a dead end
A dissenting view: why RL's founder doubts imitation-trained LLMs.
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Series10 videosGoogle DeepMindDeepMind x UCL | Introduction to Reinforcement Learning 2015
David Silver's course: the RL foundations that reasoning training builds on.
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