Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

Dataset: 80% C4 (Web Text) and 20% Python Code

Neuron 2024 in Layer 0

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0123. Min Act: -0.0005

Data Index: 277191 (C4 (Web Text))

Max Activating Token Index: 745

Text #1

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0121. Min Act: -0.0005

Data Index: 1442626 (Python Code)

Max Activating Token Index: 422

Text #2

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0120. Min Act: -0.0005

Data Index: 975641 (C4 (Web Text))

Max Activating Token Index: 125

Text #3

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0116. Min Act: -0.0005

Data Index: 942501 (C4 (Web Text))

Max Activating Token Index: 226

Text #4

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0115. Min Act: -0.0005

Data Index: 81069 (C4 (Web Text))

Max Activating Token Index: 70

Text #5

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0119. Min Act: -0.0006

Data Index: 750891 (C4 (Web Text))

Max Activating Token Index: 224

Text #6

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0115. Min Act: -0.0005

Data Index: 1160802 (C4 (Web Text))

Max Activating Token Index: 941

Text #7

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0116. Min Act: -0.0005

Data Index: 1530913 (Python Code)

Max Activating Token Index: 404

Text #8

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0114. Min Act: -0.0005

Data Index: 1445837 (Python Code)

Max Activating Token Index: 667

Text #9

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0110. Min Act: -0.0005

Data Index: 1409714 (Python Code)

Max Activating Token Index: 791

Text #10

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0106. Min Act: -0.0006

Data Index: 211711 (C4 (Web Text))

Max Activating Token Index: 32

Text #11

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0100. Min Act: -0.0005

Data Index: 829963 (C4 (Web Text))

Max Activating Token Index: 244

Text #12

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0098. Min Act: -0.0005

Data Index: 36695 (C4 (Web Text))

Max Activating Token Index: 584

Text #13

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0094. Min Act: -0.0005

Data Index: 646501 (C4 (Web Text))

Max Activating Token Index: 206

Text #14

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0088. Min Act: -0.0005

Data Index: 1081917 (C4 (Web Text))

Max Activating Token Index: 988

Text #15

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0090. Min Act: -0.0005

Data Index: 94302 (C4 (Web Text))

Max Activating Token Index: 53

Text #16

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0091. Min Act: -0.0005

Data Index: 1070350 (C4 (Web Text))

Max Activating Token Index: 195

Text #17

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0089. Min Act: -0.0005

Data Index: 864882 (C4 (Web Text))

Max Activating Token Index: 303

Text #18

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0087. Min Act: -0.0005

Data Index: 1274293 (C4 (Web Text))

Max Activating Token Index: 702

Text #19

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0086. Min Act: -0.0005

Data Index: 213323 (C4 (Web Text))

Max Activating Token Index: 811