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Joseph Bloom · Feature Splitting for GPT2-Small
GPT2-Small
Residual Feature Splitting 3072
8-RES_FS3072-JB
889
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MODEL
8-res_fs3072-jb
Source/SAE
INDEX
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Explanations
mentions of specific cultural or political issues, like the MFA debate, China's rise, and the role of women in gaming
oai_token-act-pair · gpt-3.5-turbo
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New Auto-Interp
AutoInterp Type
claude-3-5-haiku-20241022
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Top Features by Cosine Similarity
Comparing With
GPT2-SMALL @ 8-res_fs3072-jb
Configuration
jbloom/GPT2-Small-Feature-Splitting-Experiment-Layer-8/blocks.8.hook_resid_pre_3072
How To Load
Prompts (Dashboard)
24,576 prompts, 128 tokens each
Dataset (Dashboard)
Skylion007/openwebtext
Features
3,072
Data Type
torch.float32
Hook Point
blocks.8.hook_resid_pre
Architecture
standard
Context Size
128
Dataset
Skylion007/openwebtext
Hook Point Layer
8
Activation Function
relu
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Explanation
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Default Test Text
IFrame
<iframe src=https://www.neuronpedia.org/gpt2-small/8-res_fs3072-jb/889?embed=true&embedexplanation=true&embedplots=true&embedtest=true" title="Neuronpedia" style="height: 300px; width: 540px;"></iframe>
Link
https://www.neuronpedia.org/gpt2-small/8-res_fs3072-jb/889?embed=true&embedexplanation=true&embedplots=true&embedtest=true
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Neuron Alignment
Index
Value
% of L₁
314
+0.11
0.5%
199
+0.10
0.5%
127
+0.10
0.5%
Correlated Neurons
Index
P. Corr.
Cos Sim.
740
+0.11
0.14
199
+0.10
0.13
127
+0.10
0.12
Negative Logits
creen
-0.74
iewicz
-0.68
destro
-0.68
ABE
-0.67
Mirage
-0.65
Niet
-0.65
Belg
-0.64
shroud
-0.64
conduc
-0.64
Dupl
-0.64
POSITIVE LOGITS
ª
1.28
IJ
1.20
ł
1.19
¹
1.09
ij
1.09
Ĵ
1.09
ı
1.07
«
1.02
¤
0.99
Ķ
0.96
Act
ivations
Density 0.366%
Test
Steer
Stacked
Snippet
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