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Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
GPT2-Small
Residual Similar CE E2E Recon
6-RES_SCEFR-AJT
10802
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MODEL
6-res_scefr-ajt
Source/SAE
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Explanations
words related to economic and business news items
oai_token-act-pair · gpt-3.5-turbo
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AutoInterp Type
claude-4-5-haiku
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Interpretable Score
Intrusion Detection
Top Features by Cosine Similarity
Configuration
neuronpedia/gpt2-small__res_scefr-ajt/6-res_scefr-ajt
How To Load
Prompts (Dashboard)
12,288 prompts, 128 tokens each
Dataset (Dashboard)
Skylion007/openwebtext
Features
46,080
Data Type
torch.float32
Hook Point
blocks.6.hook_resid_pre
Architecture
standard
Context Size
128
Dataset
apollo-research/Skylion007-openwebtext-tokenizer-gpt2
Hook Point Layer
6
Activation Function
relu
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<iframe src="https://www.neuronpedia.org/gpt2-small/6-res_scefr-ajt/10802?embed=true&embedexplanation=true&embedplots=true&embedsteer=true&embedactivations=true&embedlink=true&embedtest=true" title="Neuronpedia" style="height: 300px; width: 540px;"></iframe>
Link
https://www.neuronpedia.org/gpt2-small/6-res_scefr-ajt/10802?embed=true&embedexplanation=true&embedplots=true&embedsteer=true&embedactivations=true&embedlink=true&embedtest=true
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Neuron Alignment
Index
Value
% of L₁
447
+1.74
38.9%
138
+0.48
10.8%
266
+0.01
0.2%
Correlated Neurons
Index
P. Corr.
Cos Sim.
138
+1.74
1.00
447
+0.48
0.99
64
+0.01
-0.01
Negative Logits
guiActiveUn
-0.07
é¾
-0.07
ij士
-0.07
elsius
-0.07
oÄŁ
-0.07
Azerb
-0.07
ĪĴ
-0.06
©¶æ
-0.06
ĵĺ
-0.06
ļéĨĴ
-0.06
POSITIVE LOGITS
the
0.08
,
0.08
↵
0.08
and
0.08
in
0.08
a
0.08
.
0.08
to
0.07
is
0.07
of
0.07
Act
ivations
Density 1.248%
Test
Steer
Stacked
Snippet
Full
Show Breaks
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No Known Activations