Model: SoLU Model: 2 Layers, 2048 Neurons per Layer

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

Neuron 2020 in Layer 0

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-2l')

Text #0

Max Range: 0.0204. Min Range: -0.0204

Max Act: 0.0204. Min Act: -0.0004

Data Index: 1198155 (C4 (Web Text))

Max Activating Token Index: 859

Text #1

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Max Act: 0.0191. Min Act: -0.0004

Data Index: 134662 (C4 (Web Text))

Max Activating Token Index: 320

Text #2

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Max Act: 0.0191. Min Act: -0.0004

Data Index: 630859 (C4 (Web Text))

Max Activating Token Index: 534

Text #3

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Max Act: 0.0185. Min Act: -0.0005

Data Index: 688638 (C4 (Web Text))

Max Activating Token Index: 131

Text #4

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Max Act: 0.0184. Min Act: -0.0004

Data Index: 580529 (C4 (Web Text))

Max Activating Token Index: 583

Text #5

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Max Act: 0.0182. Min Act: -0.0004

Data Index: 194856 (C4 (Web Text))

Max Activating Token Index: 103

Text #6

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Data Index: 671790 (C4 (Web Text))

Max Activating Token Index: 684

Text #7

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Data Index: 429549 (C4 (Web Text))

Max Activating Token Index: 629

Text #8

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Data Index: 1011902 (C4 (Web Text))

Max Activating Token Index: 99

Text #9

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Max Act: 0.0178. Min Act: -0.0005

Data Index: 1094761 (C4 (Web Text))

Max Activating Token Index: 650

Text #10

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Data Index: 854109 (C4 (Web Text))

Max Activating Token Index: 907

Text #11

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Data Index: 861449 (C4 (Web Text))

Max Activating Token Index: 274

Text #12

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Data Index: 324969 (C4 (Web Text))

Max Activating Token Index: 844

Text #13

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Max Act: 0.0170. Min Act: -0.0004

Data Index: 179898 (C4 (Web Text))

Max Activating Token Index: 401

Text #14

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Data Index: 764522 (C4 (Web Text))

Max Activating Token Index: 864

Text #15

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Data Index: 772877 (C4 (Web Text))

Max Activating Token Index: 617

Text #16

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Data Index: 962315 (C4 (Web Text))

Max Activating Token Index: 555

Text #17

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Data Index: 1323595 (C4 (Web Text))

Max Activating Token Index: 494

Text #18

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Data Index: 50587 (C4 (Web Text))

Max Activating Token Index: 45

Text #19

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Max Act: 0.0169. Min Act: -0.0004

Data Index: 40233 (C4 (Web Text))

Max Activating Token Index: 30