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Reading 15: LLMs and Agents
LLMs and Agents
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Readings
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Slides
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FCA - Section 8.5.5
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PML - Section 15.5
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D2L - Section 11.7
Videos
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Harvard CS50 (54:15 - end)
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3b1b
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Cornell CS4780
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Transformers (StatQuest)
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Deep Dive into LLMs like ChatGPT
What is Agentic AI?
The Big LLM Architecture Comparison (Optional but highly recommended)
Reasoning Models and DeepSeek R1 from scratch
Reinforcement Learning with Human Feedback (RLHF), Clearly Explained!!! (Statquest)
Notebooks
Blogposts
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GPT3 (Alammar)
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MoE (Maarten)
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LLM Reasoning (Maarten)
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Deepseek (Alammar)
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LLM Agents (Lilian)
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A History of Large Language Models
Quiz
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