Tag Archive for: Transformers

ویدئوهای آموزش هوش مصنوعی – زبان انگلیسی Want to understand Large Language Models?


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

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

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

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

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

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

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

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

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

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•12K views • 

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

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

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

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•488K views • 8 months ago12

Stanford CS25: V2 I Language and Human Alignment

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•10K views • 8 months ago13

Stanford CS25: V2 I Emergent Abilities and Scaling in LLMs

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Stanford CS25: V2 I Strategic Games

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Stanford CS25: V2 I Robotics and Imitation Learning

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Stanford CS25: V2 I Common Sense Reasoning

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Stanford CS25: V2 I Biomedical Transformers

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Stanford CS25: V2 I Neuroscience-Inspired Artificial Intelligence

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

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

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

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Stanford CS25: V3 I Recipe for Training Helpful Chatbots

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

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

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•1.7K views •

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

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•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/