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

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

Neuron 2000 in Layer 5

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

Text #0

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Max Act: 1.0434. Min Act: -0.0000

Data Index: 1085759 (C4 (Web Text))

Max Activating Token Index: 381

Text #1

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Data Index: 244623 (C4 (Web Text))

Max Activating Token Index: 558

Text #2

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Max Act: 0.9089. Min Act: -0.0000

Data Index: 1030190 (C4 (Web Text))

Max Activating Token Index: 246

Text #3

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Max Act: 0.9615. Min Act: -0.0000

Data Index: 285242 (C4 (Web Text))

Max Activating Token Index: 520

Text #4

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Max Act: 0.8541. Min Act: -0.0001

Data Index: 917211 (C4 (Web Text))

Max Activating Token Index: 160

Text #5

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Max Act: 0.8319. Min Act: -0.0000

Data Index: 28397 (C4 (Web Text))

Max Activating Token Index: 540

Text #6

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Data Index: 1302008 (C4 (Web Text))

Max Activating Token Index: 395

Text #7

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Data Index: 1100273 (C4 (Web Text))

Max Activating Token Index: 673

Text #8

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Data Index: 1279053 (C4 (Web Text))

Max Activating Token Index: 567

Text #9

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Data Index: 1235192 (C4 (Web Text))

Max Activating Token Index: 720

Text #10

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Max Activating Token Index: 988

Text #11

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Data Index: 572182 (C4 (Web Text))

Max Activating Token Index: 919

Text #12

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Data Index: 651857 (C4 (Web Text))

Max Activating Token Index: 135

Text #13

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Data Index: 1264265 (C4 (Web Text))

Max Activating Token Index: 940

Text #14

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Data Index: 195709 (C4 (Web Text))

Max Activating Token Index: 164

Text #15

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Max Activating Token Index: 445

Text #16

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Data Index: 453734 (C4 (Web Text))

Max Activating Token Index: 165

Text #17

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Data Index: 407838 (C4 (Web Text))

Max Activating Token Index: 514

Text #18

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Data Index: 955461 (C4 (Web Text))

Max Activating Token Index: 667

Text #19

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Max Act: 0.7331. Min Act: -0.0000

Data Index: 1161002 (C4 (Web Text))

Max Activating Token Index: 973