Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

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

Neuron 2008 in Layer 3

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

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Max Act: 0.0533. Min Act: -0.0002

Data Index: 447009 (C4 (Web Text))

Max Activating Token Index: 700

Text #1

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Max Act: 0.0487. Min Act: -0.0002

Data Index: 682634 (C4 (Web Text))

Max Activating Token Index: 949

Text #2

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Max Act: 0.0475. Min Act: -0.0001

Data Index: 969825 (C4 (Web Text))

Max Activating Token Index: 60

Text #3

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Max Act: 0.0452. Min Act: -0.0002

Data Index: 613283 (C4 (Web Text))

Max Activating Token Index: 191

Text #4

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Max Act: 0.0440. Min Act: -0.0002

Data Index: 1228930 (C4 (Web Text))

Max Activating Token Index: 718

Text #5

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Max Act: 0.0433. Min Act: -0.0002

Data Index: 1263900 (C4 (Web Text))

Max Activating Token Index: 780

Text #6

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Max Act: 0.0428. Min Act: -0.0002

Data Index: 1359326 (C4 (Web Text))

Max Activating Token Index: 944

Text #7

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Max Act: 0.0425. Min Act: -0.0002

Data Index: 1319197 (C4 (Web Text))

Max Activating Token Index: 281

Text #8

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Max Act: 0.0404. Min Act: -0.0001

Data Index: 248268 (C4 (Web Text))

Max Activating Token Index: 915

Text #9

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Max Act: 0.0407. Min Act: -0.0002

Data Index: 1266445 (C4 (Web Text))

Max Activating Token Index: 171

Text #10

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Max Act: 0.0407. Min Act: -0.0002

Data Index: 861110 (C4 (Web Text))

Max Activating Token Index: 224

Text #11

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Data Index: 629435 (C4 (Web Text))

Max Activating Token Index: 781

Text #12

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Data Index: 882052 (C4 (Web Text))

Max Activating Token Index: 310

Text #13

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Max Act: 0.0394. Min Act: -0.0002

Data Index: 191953 (C4 (Web Text))

Max Activating Token Index: 865

Text #14

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Data Index: 819393 (C4 (Web Text))

Max Activating Token Index: 668

Text #15

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Max Activating Token Index: 588

Text #16

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Max Activating Token Index: 559

Text #17

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Max Activating Token Index: 146

Text #18

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Max Activating Token Index: 248

Text #19

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Max Act: 0.0391. Min Act: -0.0002

Data Index: 489007 (C4 (Web Text))

Max Activating Token Index: 654