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Warning: This is an ad-libbed talk, and I'm sure I got some facts wrong. I think interpretability is so important both in terms of ensuring safe AI and also ...

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24. Sparse AutoEncoders
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24. Sparse AutoEncoders

24. Sparse AutoEncoders

Read more details and related context about 24. Sparse AutoEncoders.

A Window  Into LLMs | Sparse Autoencoders Explained

A Window Into LLMs | Sparse Autoencoders Explained

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 ...

Hoagy Cunningham — Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]

Hoagy Cunningham — Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]

One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ...

Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT

Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT

Read more details and related context about Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT.

What Happened With Sparse Autoencoders?

What Happened With 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 Unlearn Knowledge in LLMs | A Paper-Based Walkthrough

Sparse Autoencoders Unlearn Knowledge in LLMs | A Paper-Based Walkthrough

I made a video about one of my favorite papers! I hope you enjoy :) ===Summary=== "Applying

Lecture 32  Autoencoder Variants I

Lecture 32 Autoencoder Variants I

... Electrical Communication Engineering Department , IIT Kharagpur Discussion Content :

Demo: Gemma Scope: Sparse autoencoders on Gemma 2

Demo: Gemma Scope: Sparse autoencoders on Gemma 2

Read more details and related context about Demo: Gemma Scope: Sparse autoencoders on Gemma 2.

Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal

Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal

Read more details and related context about Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal.

Training the sparse autoencoder

Training the sparse autoencoder

Read more details and related context about Training the sparse autoencoder.