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Joseph Bloom · Feature Splitting for GPT2-Small
GPT2-Small
Residual Feature Splitting 24576
8-RES_FS24576-JB
23598
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MODEL
8-res_fs24576-jb
Source/SAE
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Explanations
data structure attributes and metadata within a coding context
oai_token-act-pair · gpt-4o-mini
Triggered by @bot
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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_fs24576-jb
Configuration
jbloom/GPT2-Small-Feature-Splitting-Experiment-Layer-8/blocks.8.hook_resid_pre_24576
How To Load
Prompts (Dashboard)
24,576 prompts, 128 tokens each
Dataset (Dashboard)
Skylion007/openwebtext
Features
24,576
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_fs24576-jb/23598?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_fs24576-jb/23598?embed=true&embedexplanation=true&embedplots=true&embedtest=true
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Neuron Alignment
Index
Value
% of L₁
599
+0.10
0.5%
671
+0.10
0.4%
51
+0.09
0.4%
Correlated Neurons
Index
P. Corr.
Cos Sim.
289
+0.10
0.01
699
+0.10
0.01
503
+0.09
0.01
Negative Logits
nesday
-0.74
cham
-0.69
ĸļ
-0.68
xus
-0.67
judicial
-0.64
arty
-0.62
LLP
-0.62
cffff
-0.60
£ı
-0.59
é¾įåĸļ士
-0.59
POSITIVE LOGITS
})
1.05
}}}
0.98
}
0.93
})
0.91
}{
0.90
}}
0.89
}}
0.85
}"
0.85
}\
0.84
});
0.84
Act
ivations
Density 0.043%
Test
Steer
Stacked
Snippet
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