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

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

Neuron 2400 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0269. Min Range: -0.0269

Max Act: 0.0269. Min Act: -0.0002

Data Index: 65433 (C4 (Web Text))

Max Activating Token Index: 373

Text #1

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Max Act: 0.0257. Min Act: -0.0002

Data Index: 104480 (C4 (Web Text))

Max Activating Token Index: 661

Text #2

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Max Act: 0.0225. Min Act: -0.0002

Data Index: 320358 (C4 (Web Text))

Max Activating Token Index: 614

Text #3

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Max Act: 0.0243. Min Act: -0.0002

Data Index: 324508 (C4 (Web Text))

Max Activating Token Index: 537

Text #4

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Max Act: 0.0240. Min Act: -0.0002

Data Index: 1330226 (C4 (Web Text))

Max Activating Token Index: 665

Text #5

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Max Act: 0.0251. Min Act: -0.0002

Data Index: 1013972 (C4 (Web Text))

Max Activating Token Index: 78

Text #6

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Max Act: 0.0236. Min Act: -0.0002

Data Index: 621816 (C4 (Web Text))

Max Activating Token Index: 816

Text #7

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Data Index: 1036914 (C4 (Web Text))

Max Activating Token Index: 515

Text #8

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Max Act: 0.0217. Min Act: -0.0002

Data Index: 1024146 (C4 (Web Text))

Max Activating Token Index: 962

Text #9

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Max Act: 0.0226. Min Act: -0.0002

Data Index: 374542 (C4 (Web Text))

Max Activating Token Index: 412

Text #10

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Max Act: 0.0237. Min Act: -0.0002

Data Index: 1172995 (C4 (Web Text))

Max Activating Token Index: 524

Text #11

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Data Index: 319468 (C4 (Web Text))

Max Activating Token Index: 1023

Text #12

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Data Index: 855410 (C4 (Web Text))

Max Activating Token Index: 660

Text #13

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Max Act: 0.0219. Min Act: -0.0002

Data Index: 990131 (C4 (Web Text))

Max Activating Token Index: 473

Text #14

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Data Index: 247180 (C4 (Web Text))

Max Activating Token Index: 566

Text #15

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Data Index: 211506 (C4 (Web Text))

Max Activating Token Index: 375

Text #16

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Data Index: 1181265 (C4 (Web Text))

Max Activating Token Index: 809

Text #17

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Data Index: 1134643 (C4 (Web Text))

Max Activating Token Index: 393

Text #18

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Data Index: 316947 (C4 (Web Text))

Max Activating Token Index: 476

Text #19

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Max Act: 0.0217. Min Act: -0.0002

Data Index: 157699 (C4 (Web Text))

Max Activating Token Index: 548