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

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

Neuron 2016 in Layer 1

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: 0.0223. Min Act: -0.0003

Data Index: 1304878 (C4 (Web Text))

Max Activating Token Index: 917

Text #1

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Data Index: 748728 (C4 (Web Text))

Max Activating Token Index: 578

Text #2

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Max Act: 0.0216. Min Act: -0.0003

Data Index: 1282200 (C4 (Web Text))

Max Activating Token Index: 259

Text #3

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Max Act: 0.0217. Min Act: -0.0003

Data Index: 1067701 (C4 (Web Text))

Max Activating Token Index: 461

Text #4

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Data Index: 1320881 (C4 (Web Text))

Max Activating Token Index: 321

Text #5

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Data Index: 551410 (C4 (Web Text))

Max Activating Token Index: 303

Text #6

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Max Activating Token Index: 176

Text #7

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Max Activating Token Index: 864

Text #8

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Max Activating Token Index: 455

Text #9

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Data Index: 178145 (C4 (Web Text))

Max Activating Token Index: 312

Text #10

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Data Index: 230172 (C4 (Web Text))

Max Activating Token Index: 131

Text #11

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Data Index: 1132512 (C4 (Web Text))

Max Activating Token Index: 1019

Text #12

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Data Index: 260758 (C4 (Web Text))

Max Activating Token Index: 286

Text #13

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Data Index: 714793 (C4 (Web Text))

Max Activating Token Index: 680

Text #14

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Data Index: 704554 (C4 (Web Text))

Max Activating Token Index: 401

Text #15

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Max Activating Token Index: 646

Text #16

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Data Index: 1043691 (C4 (Web Text))

Max Activating Token Index: 545

Text #17

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Data Index: 305861 (C4 (Web Text))

Max Activating Token Index: 459

Text #18

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Data Index: 1177971 (C4 (Web Text))

Max Activating Token Index: 464

Text #19

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Max Act: 0.0190. Min Act: -0.0003

Data Index: 74587 (C4 (Web Text))

Max Activating Token Index: 320