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

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

Neuron 5005 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

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Max Act: 0.0228. Min Act: -0.0002

Data Index: 1269567 (C4 (Web Text))

Max Activating Token Index: 34

Text #1

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Max Act: 0.0221. Min Act: -0.0002

Data Index: 739107 (C4 (Web Text))

Max Activating Token Index: 299

Text #2

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Max Act: 0.0222. Min Act: -0.0002

Data Index: 999564 (C4 (Web Text))

Max Activating Token Index: 422

Text #3

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Max Act: 0.0203. Min Act: -0.0002

Data Index: 587582 (C4 (Web Text))

Max Activating Token Index: 334

Text #4

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Max Act: 0.0195. Min Act: -0.0002

Data Index: 1032588 (C4 (Web Text))

Max Activating Token Index: 254

Text #5

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Max Act: 0.0169. Min Act: -0.0002

Data Index: 136983 (C4 (Web Text))

Max Activating Token Index: 808

Text #6

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Max Act: 0.0177. Min Act: -0.0002

Data Index: 324016 (C4 (Web Text))

Max Activating Token Index: 155

Text #7

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Data Index: 97495 (C4 (Web Text))

Max Activating Token Index: 596

Text #8

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Data Index: 902365 (C4 (Web Text))

Max Activating Token Index: 304

Text #9

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Data Index: 475077 (C4 (Web Text))

Max Activating Token Index: 278

Text #10

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Data Index: 474608 (C4 (Web Text))

Max Activating Token Index: 890

Text #11

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Data Index: 1055348 (C4 (Web Text))

Max Activating Token Index: 584

Text #12

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Data Index: 494544 (C4 (Web Text))

Max Activating Token Index: 436

Text #13

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Max Act: 0.0169. Min Act: -0.0002

Data Index: 562647 (C4 (Web Text))

Max Activating Token Index: 511

Text #14

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Data Index: 1259301 (C4 (Web Text))

Max Activating Token Index: 790

Text #15

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Data Index: 576708 (C4 (Web Text))

Max Activating Token Index: 257

Text #16

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Data Index: 229095 (C4 (Web Text))

Max Activating Token Index: 947

Text #17

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Data Index: 1167136 (C4 (Web Text))

Max Activating Token Index: 875

Text #18

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Data Index: 214086 (C4 (Web Text))

Max Activating Token Index: 926

Text #19

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Max Act: 0.0166. Min Act: -0.0002

Data Index: 636369 (C4 (Web Text))

Max Activating Token Index: 633