Why Recurrent Neural Networks are cursed | LM2

Published: 08 April 2024
on channel: vcubingx
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Neural language models, and an explanation of recurrent neural networks
Support me on Patreon!   / vcubingx  
Language Modeling Playlist:    • Language Modeling  

3blue1brown series on Transformers:    • Transformers (how LLMs work) explaine...  
Training Neural Networks: https://distill.pub/2020/grand-tour/
Chris Olah's LSTM Blog: https://colah.github.io/posts/2015-08...

The source code for the animations can be found here:
https://github.com/vivek3141/dl-visua...

These animation in this video was made using 3blue1brown's library, manim:
https://github.com/3b1b/manim

Sources (includes the entire series): https://docs.google.com/document/d/1e...
Chapters
0:00 Introduction
1:54 Neural N-Gram Models
6:03 Recurrent Neural Networks
11:47 LSTM Cells
12:22 Outro

Music (In Order):
Philanthrope, mommy - embrace https://chll.to/7e941f72
Helynt - Hearthome City
Helynt - Route 10
GameChops - National Park
Helynt - Bo-Omb Battlefield
Helynt - Verdanturf Town

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Twitter:   / vcubingx  
Github: https://github.com/vivek3141
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