| [CS25 V1] Introduction to Transformers — Instructors |
2021 |
Stanford Online |
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| [CS25 V1] GPT Models (GPT-3, Codex) — Mark Chen, OpenAI |
2021 |
Stanford Online |
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| [CS25] Transformers in Vision — Lucas Beyer, Google Brain |
2022年3月1日 |
Stanford CS25 Vision Series |
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| [CS25] Decision Transformer / RL — Aditya Grover |
2021年06月03日 |
Stanford CS25 |
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| [CS25] Mixture of Experts / Switch Transformer — Barret Zoph, Google |
2021年9月 |
Stanford CS25 |
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| [CS25] Perceiver and Perceiver IO — Andrew Jaegle, DeepMind |
2021 |
Stanford CS25 |
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| [CS25] Self Attention & NPTs — Aidan Gomez |
2021 |
Stanford CS25 |
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| [CS25] Mechanistic Interpretability & Transformer Circuits — Chris Olah (Anthropic) |
2024年4月4日 |
Stanford CS25 |
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| [CS25] Transformers in Audio/Speech/Music — Prateek Verma |
2021 |
Stanford CS25 |
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| [CS25] GLOM: Part-Whole Hierarchies — Geoffrey Hinton |
2021 |
Stanford CS25 |
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| [CS25] Introduction to Transformers — Andrej Karpathy |
2023年2月23日 |
Stanford CS25 |
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| [CS25] Language and Human Alignment — Jan Leike, OpenAI |
2023 |
Stanford CS25 |
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| [CS25] Emergent Abilities and Scaling — Jason Wei, Google |
2023 |
Stanford CS25 |
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| [CS25] Strategic Games (Diplomacy) — Noam Brown, Meta |
2023 |
Stanford CS25 |
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| [CS25] Robotics and Imitation Learning — Ted Xiao, Google Brain |
2026年04月02日 |
Stanford Online |
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| [CS25] Common Sense Reasoning — Yejin Choi |
2023 |
Stanford CS25 |
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| [CS25] Biomedical Transformers — Vivek Natarajan |
2024年4月2日 |
Stanford CS25 |
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| [CS25] Neuroscience-Inspired AI — Trenton Bricken, Anthropic |
2026年4月2日 |
Stanford CS25 |
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| [CS25] Low-level Embodied Intelligence / RT-2 — Fei Xia, Google DeepMind |
Fall 2023 |
Stanford CS25: Transformers United |
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| [CS25] Generalist Agents in Open-Ended Worlds — Jim Fan, NVIDIA |
Fall 2023 |
Stanford CS25: Transformers United |
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| [CS25] From Worry to Wonder: Transformer Lessons — Ashish Vaswani |
2026年4月2日 |
Stanford CS25: Transformers United |
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| [CS25] Recipe for Training Helpful Chatbots — Nazneen Rajani, HuggingFace |
Fall 2023 |
Stanford CS25: Transformers United |
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| [CS25] No Language Left Behind: Scaling Human-Centered Machine Translation — Angela Fan, Meta |
2024年4月2日 |
Stanford CS25 / Stanford Online |
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| [CS25] Beyond LLMs: Agents, Emergent Abilities — Instructors |
2023年11月10日 |
Stanford CS25: Transformers United |
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| [CS25] Retrieval Augmented Language Models — Douwe Kiela |
2026年4月3日 |
Stanford CS25: Transformers United |
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| [CS25 V4] Overview of Transformers — Div Garg 公开讲座整理 |
2024年4月23日 |
Stanford CS25: Transformers United V4 |
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| [CS25] Intuitions on LMs + History of Architectures — Jason Wei + Hyung Won Chung, OpenAI |
2024年04月26日 |
Stanford CS25: Transformers United |
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| [CS25] Shaping the Future of AI from the History of Transformer — Hyung Won Chung, OpenAI |
2024年5月15日 |
Stanford CS25: Transformer 深度研讨 |
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| [CS25] Demystifying Mixtral of Experts — Albert Jiang, Mistral |
2026年04月03日 |
Stanford Online |
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| [CS25] Near-Shallow Architectures — Jake Williams |
2026年4月3日 |
Stanford CS25: Transformers United |
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| [CS25] From LLMs to Multimodal Models — Ming Ding, Zhipu AI |
2026年04月04日 |
Stanford Online |
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| [CS25] Behind the Scenes of LLM Pre-training: StarCoder — Loubna Ben Allal, HuggingFace |
Spring 2024 |
Stanford CS25: Transformers United |
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| [CS25] New Training Objectives — Hyung Won Chung, OpenAI |
Spring 2024 |
Stanford CS25: Transformers United |
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| [CS25 V5] Overview of Transformers — Instructors |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] RL as a Co-Design of Product and Research — Karina Nguyen, OpenAI |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] The Advent of AGI — Div Garg |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] On the Biology of a Large Language Model — Josh Batson, Anthropic |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] Multimodal World Models for Drug Discovery — Eshed Margalit, Noetik |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] Transformers in Diffusion Models — Sayak Paul, HuggingFace |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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| [CS25 V5] Transformers for Video Generation (Movie Gen) — Andrew Brown, Meta |
Spring 2025 |
Stanford CS25: Transformers United V5 |
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