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4 posts
Lottery Ticket Hypothesis
82 posts
Interpretability (ML & AI)
164
Understanding “Deep Double Descent”
evhub
3y
51
44
Understanding the Lottery Ticket Hypothesis
Alex Flint
1y
9
10
Does the lottery ticket hypothesis suggest the scaling hypothesis?
Daniel Kokotajlo
2y
17
63
Gradations of Inner Alignment Obstacles
abramdemski
1y
22
140
How "Discovering Latent Knowledge in Language Models Without Supervision" Fits Into a Broader Alignment Scheme
Collin
5d
18
21
Paper: Transformers learn in-context by gradient descent
LawrenceC
4d
11
250
The Plan - 2022 Update
johnswentworth
19d
33
26
The limited upside of interpretability
Peter S. Park
1mo
11
235
The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable
beren
22d
27
56
Multi-Component Learning and S-Curves
Adam Jermyn
20d
24
78
By Default, GPTs Think In Plain Sight
Fabien Roger
1mo
16
45
"Cars and Elephants": a handwavy argument/analogy against mechanistic interpretability
David Scott Krueger (formerly: capybaralet)
1mo
25
151
Re-Examining LayerNorm
Eric Winsor
19d
8
35
Extracting and Evaluating Causal Direction in LLMs' Activations
Fabien Roger
6d
2
31
A Walkthrough of Interpretability in the Wild (w/ authors Kevin Wang, Arthur Conmy & Alexandre Variengien)
Neel Nanda
1mo
15
85
Real-Time Research Recording: Can a Transformer Re-Derive Positional Info?
Neel Nanda
1mo
14
56
A Mystery About High Dimensional Concept Encoding
Fabien Roger
1mo
13
201
Interpreting Neural Networks through the Polytope Lens
Sid Black
2mo
26