Model: SoLU Model: 8 Layers, 4096 Neurons per Layer

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

Neuron 3072 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-8l')

Text #0

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Max Act: 0.0243. Min Act: -0.0003

Data Index: 240811 (C4 (Web Text))

Max Activating Token Index: 222

Text #1

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Max Act: 0.0228. Min Act: -0.0003

Data Index: 1152705 (C4 (Web Text))

Max Activating Token Index: 29

Text #2

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Max Act: 0.0231. Min Act: -0.0003

Data Index: 1053857 (C4 (Web Text))

Max Activating Token Index: 4

Text #3

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Max Act: 0.0219. Min Act: -0.0003

Data Index: 1179947 (C4 (Web Text))

Max Activating Token Index: 814

Text #4

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Max Act: 0.0224. Min Act: -0.0003

Data Index: 353878 (C4 (Web Text))

Max Activating Token Index: 375

Text #5

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Max Act: 0.0215. Min Act: -0.0003

Data Index: 433880 (C4 (Web Text))

Max Activating Token Index: 777

Text #6

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Max Act: 0.0232. Min Act: -0.0003

Data Index: 676793 (C4 (Web Text))

Max Activating Token Index: 12

Text #7

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Data Index: 787734 (C4 (Web Text))

Max Activating Token Index: 13

Text #8

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Data Index: 724074 (C4 (Web Text))

Max Activating Token Index: 452

Text #9

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Data Index: 876297 (C4 (Web Text))

Max Activating Token Index: 737

Text #10

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Data Index: 1123754 (C4 (Web Text))

Max Activating Token Index: 529

Text #11

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Data Index: 1193730 (C4 (Web Text))

Max Activating Token Index: 25

Text #12

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Data Index: 1291008 (C4 (Web Text))

Max Activating Token Index: 245

Text #13

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Data Index: 738613 (C4 (Web Text))

Max Activating Token Index: 876

Text #14

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Data Index: 281397 (C4 (Web Text))

Max Activating Token Index: 9

Text #15

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Data Index: 418137 (C4 (Web Text))

Max Activating Token Index: 11

Text #16

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Max Activating Token Index: 192

Text #17

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Data Index: 348435 (C4 (Web Text))

Max Activating Token Index: 266

Text #18

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Data Index: 677908 (C4 (Web Text))

Max Activating Token Index: 424

Text #19

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Data Index: 538975 (C4 (Web Text))

Max Activating Token Index: 102