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

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

Neuron 2014 in Layer 3

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

Text #0

Max Range: 0.1508. Min Range: -0.1508

Max Act: 0.1508. Min Act: -0.0002

Data Index: 425995 (C4 (Web Text))

Max Activating Token Index: 944

Text #1

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Max Act: 0.1352. Min Act: -0.0002

Data Index: 1075246 (C4 (Web Text))

Max Activating Token Index: 577

Text #2

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Max Act: 0.1428. Min Act: -0.0001

Data Index: 997649 (C4 (Web Text))

Max Activating Token Index: 35

Text #3

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Max Act: 0.1447. Min Act: -0.0001

Data Index: 497281 (C4 (Web Text))

Max Activating Token Index: 171

Text #4

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Max Act: 0.1400. Min Act: -0.0002

Data Index: 635805 (C4 (Web Text))

Max Activating Token Index: 29

Text #5

Max Range: 0.1508. Min Range: -0.1508

Max Act: 0.1361. Min Act: -0.0001

Data Index: 248412 (C4 (Web Text))

Max Activating Token Index: 936

Text #6

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Max Act: 0.1279. Min Act: -0.0001

Data Index: 1127710 (C4 (Web Text))

Max Activating Token Index: 12

Text #7

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Max Act: 0.1322. Min Act: -0.0002

Data Index: 1004409 (C4 (Web Text))

Max Activating Token Index: 136

Text #8

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Max Act: 0.1304. Min Act: -0.0002

Data Index: 1097734 (C4 (Web Text))

Max Activating Token Index: 80

Text #9

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Max Act: 0.1269. Min Act: -0.0002

Data Index: 856587 (C4 (Web Text))

Max Activating Token Index: 76

Text #10

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Data Index: 1297855 (C4 (Web Text))

Max Activating Token Index: 41

Text #11

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Data Index: 373701 (C4 (Web Text))

Max Activating Token Index: 538

Text #12

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Data Index: 49698 (C4 (Web Text))

Max Activating Token Index: 876

Text #13

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Data Index: 751460 (C4 (Web Text))

Max Activating Token Index: 812

Text #14

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Data Index: 402074 (C4 (Web Text))

Max Activating Token Index: 537

Text #15

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Data Index: 1147897 (C4 (Web Text))

Max Activating Token Index: 15

Text #16

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Data Index: 614113 (C4 (Web Text))

Max Activating Token Index: 63

Text #17

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Data Index: 749138 (C4 (Web Text))

Max Activating Token Index: 22

Text #18

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Data Index: 1141234 (C4 (Web Text))

Max Activating Token Index: 259

Text #19

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Max Act: 0.1216. Min Act: -0.0002

Data Index: 1218187 (C4 (Web Text))

Max Activating Token Index: 58