Model: SoLU Model: 2 Layers, 2048 Neurons per Layer

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

Neuron 1000 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-2l')

Text #0

Max Range: 0.0228. Min Range: -0.0228

Max Act: 0.0228. Min Act: -0.0003

Data Index: 249552 (C4 (Web Text))

Max Activating Token Index: 787

Text #1

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Max Act: 0.0203. Min Act: -0.0003

Data Index: 225670 (C4 (Web Text))

Max Activating Token Index: 943

Text #2

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Max Act: 0.0203. Min Act: -0.0003

Data Index: 48265 (C4 (Web Text))

Max Activating Token Index: 533

Text #3

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Max Act: 0.0192. Min Act: -0.0002

Data Index: 1297485 (C4 (Web Text))

Max Activating Token Index: 354

Text #4

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Max Act: 0.0181. Min Act: -0.0002

Data Index: 1036877 (C4 (Web Text))

Max Activating Token Index: 954

Text #5

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Max Act: 0.0179. Min Act: -0.0003

Data Index: 449370 (C4 (Web Text))

Max Activating Token Index: 349

Text #6

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Max Act: 0.0177. Min Act: -0.0002

Data Index: 594202 (C4 (Web Text))

Max Activating Token Index: 661

Text #7

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Data Index: 1144859 (C4 (Web Text))

Max Activating Token Index: 163

Text #8

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Data Index: 545889 (C4 (Web Text))

Max Activating Token Index: 880

Text #9

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Max Act: 0.0172. Min Act: -0.0003

Data Index: 762643 (C4 (Web Text))

Max Activating Token Index: 864

Text #10

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Data Index: 223608 (C4 (Web Text))

Max Activating Token Index: 755

Text #11

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Data Index: 473245 (C4 (Web Text))

Max Activating Token Index: 364

Text #12

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Data Index: 982262 (C4 (Web Text))

Max Activating Token Index: 996

Text #13

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Data Index: 1245201 (C4 (Web Text))

Max Activating Token Index: 866

Text #14

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Data Index: 1120216 (C4 (Web Text))

Max Activating Token Index: 787

Text #15

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Max Activating Token Index: 51

Text #16

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Max Activating Token Index: 711

Text #17

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Data Index: 582810 (C4 (Web Text))

Max Activating Token Index: 360

Text #18

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Data Index: 423897 (C4 (Web Text))

Max Activating Token Index: 597

Text #19

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Max Act: 0.0170. Min Act: -0.0003

Data Index: 61135 (C4 (Web Text))

Max Activating Token Index: 999