Discovery Brief: Warning: This is an ad-libbed talk, and I'm sure I got some facts wrong. 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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One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ... 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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What Happened With Sparse Autoencoders?
A Window  Into LLMs | Sparse Autoencoders Explained
Hoagy Cunningham โ€” Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]
Demo: Gemma Scope: Sparse autoencoders on Gemma 2
Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT
Unlocking Deep Learning with Sparse Autoencoders
Sparse Autoencoders: Progress & Limitations with Joshua Engels
Sparse Autoencoders Unlearn Knowledge in LLMs | A Paper-Based Walkthrough
What are Autoencoders?
Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal
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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 ...

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 โ€” Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]

Hoagy Cunningham โ€” 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 ...

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.

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.

Unlocking Deep Learning with Sparse Autoencoders

Unlocking Deep Learning with Sparse Autoencoders

Read more details and related context about Unlocking Deep Learning with Sparse Autoencoders.

Sparse Autoencoders: Progress & Limitations with Joshua Engels

Sparse Autoencoders: Progress & Limitations with Joshua Engels

Read more details and related context about Sparse Autoencoders: Progress & Limitations with Joshua Engels.

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

What are Autoencoders?

What are Autoencoders?

Read more details and related context about What are Autoencoders?.

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.