Exploring Transcoders Beat Sparse Autoencoders For Interpretability
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- Sparse Autoencoders
- One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ...
- I made a video about one of my favorite papers! I hope you enjoy :) ===Summary=== "Applying
- In this talk, Chris Wendler presents his recent work on using
- The paper proposes a method to identify and interpret the directions in activation space of neural networks, addressing the issue ...
In-Depth Information on Transcoders Beat Sparse Autoencoders For Interpretability
Transcoders Beat Sparse Autoencoders for Interpretability This has been my favorite video so far to make! I think 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 ... Slides: https://jinen.setpal.net/slides/sae.pdf.
In this video, we explore how Vision
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