Sign in to confirm you’re not a bot
This helps protect our community. Learn more

Attention in transformers, step-by-step | Deep Learning Chapter 6

3Blue1Brown
7.42M subscribers
2.8M views 1 year ago Neural networks
Demystifying attention, the key mechanism inside transformers and LLMs. Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3b1b.co/support Special thanks to these supporters: https://www.3blue1brown.com/lessons/a... An equally valuable form of support is to simply share the videos. Demystifying self-attention, multiple heads, and cross-attention. Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3b1b.co/support The first pass for the translated subtitles here is machine-generated and, therefore, notably imperfect. To contribute edits or fixes, visit https://www.criblate.com Звуковая дорожка на русском языке: Влад Бурмистров. ------------------ Here are a few other relevant resources Build a GPT from scratch, by Andrej Karpathy    • Let's build GPT: from scratch, in code, sp...   If you want a conceptual understanding of language models from the ground up, @vcubingx just  …...more
...more
Attention in transformers, step-by-step | Deep Learning Chapter 6
67KLikes
2,824,650Views
2024Apr 7
Demystifying attention, the key mechanism inside transformers and LLMs. Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3b1b.co/support Special thanks to these supporters: https://www.3blue1brown.com/lessons/a... An equally valuable form of support is to simply share the videos. Demystifying self-attention, multiple heads, and cross-attention. Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3b1b.co/support The first pass for the translated subtitles here is machine-generated and, therefore, notably imperfect. To contribute edits or fixes, visit https://www.criblate.com Звуковая дорожка на русском языке: Влад Бурмистров. ------------------ Here are a few other relevant resources Build a GPT from scratch, by Andrej Karpathy    • Let's build GPT: from scratch, in code, sp...   If you want a conceptual understanding of language models from the ground up, @vcubingx just started a short series of videos on the topic:    • What does it mean for computers to underst...   If you're interested in the herculean task of interpreting what these large networks might actually be doing, the Transformer Circuits posts by Anthropic are great. In particular, it was only after reading one of these that I started thinking of the combination of the value and output matrices as being a combined low-rank map from the embedding space to itself, which, at least in my mind, made things much clearer than other sources. https://transformer-circuits.pub/2021... Site with exercises related to ML programming and GPTs https://www.gptandchill.ai/codingprob... History of language models by Brit Cruise,  @ArtOfTheProblem     • The 35 Year History of LLMs   An early paper on how directions in embedding spaces have meaning: https://arxiv.org/pdf/1301.3781.pdf ------------------ Timestamps: 0:00 - Recap on embeddings 1:39 - Motivating examples 4:29 - The attention pattern 11:08 - Masking 12:42 - Context size 13:10 - Values 15:44 - Counting parameters 18:21 - Cross-attention 19:19 - Multiple heads 22:16 - The output matrix 23:19 - Going deeper 24:54 - Ending ------------------ These animations are largely made using a custom Python library, manim. See the FAQ comments here: https://3b1b.co/faq#manim https://github.com/3b1b/manim https://github.com/ManimCommunity/manim/ All code for specific videos is visible here: https://github.com/3b1b/videos/ The music is by Vincent Rubinetti. https://www.vincentrubinetti.com https://vincerubinetti.bandcamp.com/a... https://open.spotify.com/album/1dVyjw... ------------------ 3blue1brown is a channel about animating math, in all senses of the word animate. If you're reading the bottom of a video description, I'm guessing you're more interested than the average viewer in lessons here. It would mean a lot to me if you chose to stay up to date on new ones, either by subscribing here on YouTube or otherwise following on whichever platform below you check most regularly. Mailing list: https://3blue1brown.substack.com Twitter:   / 3blue1brown   Instagram:   / 3blue1brown   Reddit:   / 3blue1brown   Facebook:   / 3blue1brown   Patreon:   / 3blue1brown   Website: https://www.3blue1brown.com
Neural networks
3Blue1Brown

Course progress

0 of 8 lessons complete

Follow along using the transcript.

3Blue1Brown

7.42M subscribers