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Under Peer Review · Sparse Autoencoders for Pythia-70M-Deduped
Pythia-70M-Deduped
Residuals
2-RES-SM
31841
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MODEL
2-res-sm
Source/SAE
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Explanations
expressions related to programming or scripting commands
oai_token-act-pair · gpt-4o-mini
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claude-4-5-haiku
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Intrusion Detection
Top Features by Cosine Similarity
Configuration
ctigges/pythia-70m-deduped__res-sm_processed/2-res-sm
How To Load
Prompts (Dashboard)
32,768 prompts, 128 tokens each
Dataset (Dashboard)
monology/pile-uncopyrighted
Features
32,768
Data Type
torch.float32
Hook Name
blocks.2.hook_resid_post
Hook Layer
2
Architecture
standard
Context Size
128
Dataset
EleutherAI/the_pile_deduplicated
Activation Function
relu
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Neuron Alignment
Index
Value
% of L₁
12
+0.19
1.1%
240
+0.12
0.7%
442
+0.11
0.6%
Correlated Neurons
Index
P. Corr.
Cos Sim.
12
+0.19
0.16
7
+0.12
-0.01
338
+0.11
0.03
Negative Logits
»¿
-2.05
Ī
-1.95
¹
-1.92
ľ
-1.89
ĩ
-1.89
Ĩ
-1.88
¶
-1.88
ĺ
-1.85
§
-1.81
´
-1.80
POSITIVE LOGITS
ffer
1.80
ively
1.57
anus
1.46
Äij
1.42
lasted
1.39
slept
1.37
icates
1.36
obbsee
1.33
antly
1.33
atan
1.29
Act
ivations
Density 6.496%
Stacked
Snippet
Full
Show Breaks
Hide Breaks
No Known Activations