15 Free YouTube subscribers for your channel
Get Free YouTube Subscribers, Views and Likes

Pytorch Transformers from Scratch (Attention is all you need)

Follow
Aladdin Persson

In this video we read the original transformer paper "Attention is all you need" and implement it from scratch!

Attention is all you need paper:
https://arxiv.org/abs/1706.03762

A good blogpost on Transformers:
http://www.peterbloem.nl/blog/transfo...

❤ Support the channel ❤
   / @aladdinpersson  

Paid Courses I recommend for learning (affiliate links, no extra cost for you):
⭐ Machine Learning Specialization https://bit.ly/3hjTBBt
⭐ Deep Learning Specialization https://bit.ly/3YcUkoI
MLOps Specialization http://bit.ly/3wibaWy
GAN Specialization https://bit.ly/3FmnZDl
NLP Specialization http://bit.ly/3GXoQuP

✨ Free Resources that are great:
NLP: https://web.stanford.edu/class/cs224n/
CV: http://cs231n.stanford.edu/
Deployment: https://fullstackdeeplearning.com/
FastAI: https://www.fast.ai/

My Deep Learning Setup and Recording Setup:
https://www.amazon.com/shop/aladdinpe...

GitHub Repository:
https://github.com/aladdinpersson/Mac...

✅ OneTime Donations:
Paypal: https://bit.ly/3buoRYH

▶ You Can Connect with me on:
Twitter   / aladdinpersson  
LinkedIn   / aladdinperssona95384153  
Github https://github.com/aladdinpersson

OUTLINE:
0:00 Introduction
0:54 Paper Review
11:20 Attention Mechanism
27:00 TransformerBlock
32:18 Encoder
38:20 DecoderBlock
42:00 Decoder
46:55 Putting it togethor to form The Transformer
52:45 A Small Example
54:25 Fixing Errors
56:44 Ending

posted by lilo10182046jh