Understanding 24 Sparse Autoencoders

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Key Takeaways about 24 Sparse Autoencoders

  • Sparse Autoencoders
  • Warning: This is an ad-libbed talk, and I'm sure I got some facts wrong. This is a talk I gave to my MATS 9.0 training program on ...
  • Sparse Autoencoders
  • Implemented following this exercise: http://deeplearning.stanford.edu/wiki/index.php/Exercise:Sparse_Autoencoder training ...
  • I had a lot of fun making this video! Nested SAEs are quite a brilliant solution overcoming a lot of the limitations of regular SAEs, ...

Detailed Analysis of 24 Sparse Autoencoders

This has been my favorite video so far to make! I think interpretability is so important both in terms of ensuring safe AI and also ... I made a video about one of my favorite papers! I hope you enjoy :) ===Summary=== "Applying One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ...

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