Interested in understanding Large Language Models?

Stanford CS25: V1 I Transformers United: DL Models that have revolutionized NLP, CV, RL

Stanford Online

•95K views • 

Stanford CS25: V1 I Transformers in Language: The development of GPT Models, GPT3

Stanford Online

•26K views 

Stanford CS25: V1 I Transformers in Vision: Tackling problems in Computer Vision

Stanford Online

•41K views • 

Stanford CS25: V1 I Decision Transformer: Reinforcement Learning via Sequence Modeling

Stanford Online

•32K views • 

Stanford CS25: V1 I Mixture of Experts (MoE) paradigm and the Switch Transformer

Stanford Online

•19K views • 

Stanford CS25: V1 I DeepMind’s Perceiver and Perceiver IO: new data family architecture

Stanford Online

•12K views • 

Stanford CS25: V1 I Self Attention and Non-parametric transformers (NPTs)

Stanford Online

•10K views • 1 year ago859:34NOW PLAYING

Stanford CS25: V1 I Transformer Circuits, Induction Heads, In-Context Learning

Stanford Online

•12K views • 

Stanford CS25: V1 I Audio Research: Transformers for Applications in Audio, Speech, Music

Stanford Online

•8.9K views • 

Stanford CS25: V2 I Represent part-whole hierarchies in a neural network, Geoff Hinton

Stanford Online

•8.7K views • 

Stanford CS25: V2 I Introduction to Transformers w/ Andrej Karpathy

Stanford Online

•488K views • 8 months ago12

Stanford CS25: V2 I Language and Human Alignment

Stanford Online

•10K views • 8 months ago13

Stanford CS25: V2 I Emergent Abilities and Scaling in LLMs

Stanford Online

•8.5K views • 

Stanford CS25: V2 I Strategic Games

Stanford Online

•4.1K views •

Stanford CS25: V2 I Robotics and Imitation Learning

Stanford Online

•7K views • 

Stanford CS25: V2 I Common Sense Reasoning

Stanford Online

•5.3K views • 

Stanford CS25: V2 I Biomedical Transformers

Stanford Online

•6.2K views •

Stanford CS25: V2 I Neuroscience-Inspired Artificial Intelligence

Stanford Online

•7.2K views • 

Stanford CS25: V3 I Low-level Embodied Intelligence w/ Foundation Models

Stanford Online

•6.4K views •

Stanford CS25: V3 I Generalist Agents in Open-Ended Worlds

Stanford Online

•5.8K views 

Stanford CS25: V3 I How I Learned to Stop Worrying and Love the Transformer

Stanford Online

•8.2K views •

Stanford CS25: V3 I Recipe for Training Helpful Chatbots

Stanford Online

•4.7K views • 1 month ago2352:28NOW PLAYING

Stanford CS25: V3 I No Language Left Behind: Scaling Human-Centered Machine Translation

Stanford Online

•1.7K views •

Stanford CS25: V3 I Beyond LLMs: Agents, Emergent Abilities, Intermediate-Guided Reasoning, BabyLM

Stanford Online

•7.7K views • 

Stanford CS25: V3 I Retrieval Augmented Language Models

Stanford Online

•57K views • 2 weeks ago

More details about the course:

https://web.stanford.edu/class/cs25/