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

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

Neuron 2000 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0380. Min Act: -0.0002

Data Index: 273198 (C4 (Web Text))

Max Activating Token Index: 620

Text #1

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0359. Min Act: -0.0002

Data Index: 1213544 (C4 (Web Text))

Max Activating Token Index: 81

Text #2

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Max Act: 0.0357. Min Act: -0.0003

Data Index: 638552 (C4 (Web Text))

Max Activating Token Index: 33

Text #3

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0347. Min Act: -0.0003

Data Index: 760447 (C4 (Web Text))

Max Activating Token Index: 722

Text #4

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0342. Min Act: -0.0002

Data Index: 133359 (C4 (Web Text))

Max Activating Token Index: 791

Text #5

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0331. Min Act: -0.0003

Data Index: 986175 (C4 (Web Text))

Max Activating Token Index: 151

Text #6

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Max Act: 0.0353. Min Act: -0.0002

Data Index: 1030323 (C4 (Web Text))

Max Activating Token Index: 221

Text #7

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 451598 (C4 (Web Text))

Max Activating Token Index: 13

Text #8

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 144957 (C4 (Web Text))

Max Activating Token Index: 703

Text #9

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Max Act: 0.0299. Min Act: -0.0002

Data Index: 98023 (C4 (Web Text))

Max Activating Token Index: 101

Text #10

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Max Act: 0.0315. Min Act: -0.0002

Data Index: 226403 (C4 (Web Text))

Max Activating Token Index: 230

Text #11

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Max Act: 0.0311. Min Act: -0.0003

Data Index: 466787 (C4 (Web Text))

Max Activating Token Index: 529

Text #12

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Max Act: 0.0306. Min Act: -0.0002

Data Index: 563638 (C4 (Web Text))

Max Activating Token Index: 471

Text #13

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Max Act: 0.0300. Min Act: -0.0003

Data Index: 397052 (C4 (Web Text))

Max Activating Token Index: 774

Text #14

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Max Act: 0.0310. Min Act: -0.0003

Data Index: 1298104 (C4 (Web Text))

Max Activating Token Index: 337

Text #15

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Max Act: 0.0289. Min Act: -0.0003

Data Index: 151640 (C4 (Web Text))

Max Activating Token Index: 732

Text #16

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Max Act: 0.0292. Min Act: -0.0003

Data Index: 930076 (C4 (Web Text))

Max Activating Token Index: 398

Text #17

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Max Act: 0.0291. Min Act: -0.0003

Data Index: 974043 (C4 (Web Text))

Max Activating Token Index: 235

Text #18

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Max Act: 0.0312. Min Act: -0.0002

Data Index: 268288 (C4 (Web Text))

Max Activating Token Index: 798

Text #19

Max Range: 0.0380. Min Range: -0.0380

Max Act: 0.0298. Min Act: -0.0003

Data Index: 249494 (C4 (Web Text))

Max Activating Token Index: 253