Neel Nanda

Karma: 8,787

Evolutionary prompt optimization for SAE feature visualization

neverix, Daniel Tan, Dmitrii Kharlapenko, Neel Nanda and Arthur Conmy

14 Nov 2024 13:06 UTC

16 points

0 comments9 min readLW link

SAEs are highly dataset dependent: a case study on the refusal direction

Connor Kissane, robertzk, Neel Nanda and Arthur Conmy

7 Nov 2024 5:22 UTC

62 points

4 comments14 min readLW link

SAE Probing: What is it good for? Absolutely something!

Subhash Kantamneni, JoshEngels, Senthooran Rajamanoharan and Neel Nanda

1 Nov 2024 19:23 UTC

31 points

0 comments11 min readLW link

Open Source Replication of Anthropic’s Crosscoder paper for model-diffing

Connor Kissane, robertzk, Arthur Conmy and Neel Nanda

27 Oct 2024 18:46 UTC

38 points

4 comments5 min readLW link

SAE features for refusal and sycophancy steering vectors

neverix, Dmitrii Kharlapenko, Arthur Conmy and Neel Nanda

12 Oct 2024 14:54 UTC

26 points

4 comments7 min readLW link

Base LLMs refuse too

Connor Kissane, robertzk, Arthur Conmy and Neel Nanda

29 Sep 2024 16:04 UTC

60 points

20 comments10 min readLW link

Showing SAE Latents Are Not Atomic Using Meta-SAEs

Bart Bussmann, Michael Pearce, Patrick Leask, Joseph Bloom, Lee Sharkey and Neel Nanda

24 Aug 2024 0:56 UTC

60 points

9 comments20 min readLW link

Calendar feature geometry in GPT-2 layer 8 residual stream SAEs

Patrick Leask, Bart Bussmann and Neel Nanda

17 Aug 2024 1:16 UTC

53 points

0 comments5 min readLW link

Extracting SAE task features for in-context learning

Dmitrii Kharlapenko, neverix, Neel Nanda and Arthur Conmy

12 Aug 2024 20:34 UTC

31 points

1 comment9 min readLW link

Self-explaining SAE features

Dmitrii Kharlapenko, neverix, Neel Nanda and Arthur Conmy

5 Aug 2024 22:20 UTC

60 points

13 comments10 min readLW link

BatchTopK: A Simple Improvement for TopK-SAEs

Bart Bussmann, Patrick Leask and Neel Nanda

20 Jul 2024 2:20 UTC

52 points

0 comments4 min readLW link

JumpReLU SAEs + Early Access to Gemma 2 SAEs

Senthooran Rajamanoharan, Tom Lieberum, nps29, Arthur Conmy, Vikrant Varma, János Kramár and Neel Nanda

19 Jul 2024 16:10 UTC

48 points

10 comments1 min readLW link

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SAEs (usually) Transfer Between Base and Chat Models

Connor Kissane, robertzk, Arthur Conmy and Neel Nanda

18 Jul 2024 10:29 UTC

65 points

0 comments10 min readLW link

Stitching SAEs of different sizes

Bart Bussmann, Patrick Leask, Joseph Bloom, Curt Tigges and Neel Nanda

13 Jul 2024 17:19 UTC

39 points

12 comments12 min readLW link

Neel Nanda’s Shortform

Neel Nanda12 Jul 2024 7:16 UTC

8 points

6 comments1 min readLW link

An Extremely Opinionated Annotated List of My Favourite Mechanistic Interpretability Papers v2

Neel Nanda7 Jul 2024 17:39 UTC

134 points

15 comments25 min readLW link

Attention Output SAEs Improve Circuit Analysis

Connor Kissane, robertzk, Arthur Conmy and Neel Nanda

21 Jun 2024 12:56 UTC

31 points

0 comments19 min readLW link

SAEs Discover Meaningful Features in the IOI Task

Alex Makelov, Georg Lange and Neel Nanda

5 Jun 2024 23:48 UTC

15 points

2 comments10 min readLW link

Mechanistic Interpretability Workshop Happening at ICML 2024!

Neel Nanda, LawrenceC and Fazl

3 May 2024 1:18 UTC

48 points

6 comments1 min readLW link

Transcoders enable fine-grained interpretable circuit analysis for language models

Jacob Dunefsky, Philippe Chlenski and Neel Nanda

30 Apr 2024 17:58 UTC

70 points

14 comments17 min readLW link