Understanding 24 Sparse Autoencoders

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Key Takeaways about 24 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 ...
  • A visual explanation of how transformers piece concepts together, told in the style of 3Blue1Brown. Introducing SAEs. What truly ...
  • Sparse Autoencoders
  • 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, ...
  • In this video, we dive deep into the world of

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 ...

Slides: https://jinen.setpal.net/slides/sae.pdf.

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