Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

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

Neuron 3000 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

Max Range: 0.0242. Min Range: -0.0242

Max Act: 0.0242. Min Act: -0.0002

Data Index: 567957 (C4 (Web Text))

Max Activating Token Index: 114

Text #1

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Max Act: 0.0223. Min Act: -0.0002

Data Index: 557599 (C4 (Web Text))

Max Activating Token Index: 245

Text #2

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Max Act: 0.0218. Min Act: -0.0002

Data Index: 1337478 (C4 (Web Text))

Max Activating Token Index: 104

Text #3

Max Range: 0.0242. Min Range: -0.0242

Max Act: 0.0174. Min Act: -0.0002

Data Index: 37908 (C4 (Web Text))

Max Activating Token Index: 701

Text #4

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Max Act: 0.0198. Min Act: -0.0002

Data Index: 1224951 (C4 (Web Text))

Max Activating Token Index: 807

Text #5

Max Range: 0.0242. Min Range: -0.0242

Max Act: 0.0191. Min Act: -0.0002

Data Index: 1126246 (C4 (Web Text))

Max Activating Token Index: 84

Text #6

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Max Act: 0.0195. Min Act: -0.0002

Data Index: 1109201 (C4 (Web Text))

Max Activating Token Index: 965

Text #7

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Max Act: 0.0170. Min Act: -0.0002

Data Index: 1207390 (C4 (Web Text))

Max Activating Token Index: 610

Text #8

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Max Act: 0.0188. Min Act: -0.0002

Data Index: 157446 (C4 (Web Text))

Max Activating Token Index: 59

Text #9

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Max Act: 0.0180. Min Act: -0.0002

Data Index: 594987 (C4 (Web Text))

Max Activating Token Index: 323

Text #10

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Max Act: 0.0166. Min Act: -0.0002

Data Index: 209704 (C4 (Web Text))

Max Activating Token Index: 613

Text #11

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Max Act: 0.0183. Min Act: -0.0002

Data Index: 687973 (C4 (Web Text))

Max Activating Token Index: 484

Text #12

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Max Act: 0.0171. Min Act: -0.0002

Data Index: 1195856 (C4 (Web Text))

Max Activating Token Index: 36

Text #13

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Max Act: 0.0170. Min Act: -0.0002

Data Index: 974272 (C4 (Web Text))

Max Activating Token Index: 321

Text #14

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Max Act: 0.0178. Min Act: -0.0002

Data Index: 1083498 (C4 (Web Text))

Max Activating Token Index: 8

Text #15

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Data Index: 1194627 (C4 (Web Text))

Max Activating Token Index: 959

Text #16

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Data Index: 934964 (C4 (Web Text))

Max Activating Token Index: 233

Text #17

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Max Act: 0.0172. Min Act: -0.0002

Data Index: 1097516 (C4 (Web Text))

Max Activating Token Index: 974

Text #18

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Max Act: 0.0170. Min Act: -0.0002

Data Index: 764804 (C4 (Web Text))

Max Activating Token Index: 331

Text #19

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Max Act: 0.0189. Min Act: -0.0002

Data Index: 1043994 (C4 (Web Text))

Max Activating Token Index: 159