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

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

Neuron 3264 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: 0.0690. Min Range: -0.0690

Max Act: 0.0690. Min Act: -0.0002

Data Index: 432089 (C4 (Web Text))

Max Activating Token Index: 168

Text #1

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Max Act: 0.0646. Min Act: -0.0002

Data Index: 916466 (C4 (Web Text))

Max Activating Token Index: 234

Text #2

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Max Act: 0.0620. Min Act: -0.0002

Data Index: 565714 (C4 (Web Text))

Max Activating Token Index: 63

Text #3

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Max Act: 0.0581. Min Act: -0.0003

Data Index: 4748 (C4 (Web Text))

Max Activating Token Index: 389

Text #4

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Max Act: 0.0599. Min Act: -0.0002

Data Index: 1158493 (C4 (Web Text))

Max Activating Token Index: 925

Text #5

Max Range: 0.0690. Min Range: -0.0690

Max Act: 0.0537. Min Act: -0.0002

Data Index: 442432 (C4 (Web Text))

Max Activating Token Index: 516

Text #6

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Max Act: 0.0570. Min Act: -0.0002

Data Index: 817517 (C4 (Web Text))

Max Activating Token Index: 755

Text #7

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Data Index: 107661 (C4 (Web Text))

Max Activating Token Index: 749

Text #8

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Data Index: 233692 (C4 (Web Text))

Max Activating Token Index: 350

Text #9

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Data Index: 902736 (C4 (Web Text))

Max Activating Token Index: 306

Text #10

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Max Act: 0.0559. Min Act: -0.0002

Data Index: 279051 (C4 (Web Text))

Max Activating Token Index: 158

Text #11

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Data Index: 300805 (C4 (Web Text))

Max Activating Token Index: 576

Text #12

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Data Index: 675464 (C4 (Web Text))

Max Activating Token Index: 615

Text #13

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Max Act: 0.0542. Min Act: -0.0003

Data Index: 877812 (C4 (Web Text))

Max Activating Token Index: 385

Text #14

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Data Index: 131022 (C4 (Web Text))

Max Activating Token Index: 964

Text #15

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Data Index: 25164 (C4 (Web Text))

Max Activating Token Index: 349

Text #16

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Max Activating Token Index: 653

Text #17

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Data Index: 966221 (C4 (Web Text))

Max Activating Token Index: 133

Text #18

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Data Index: 865566 (C4 (Web Text))

Max Activating Token Index: 162

Text #19

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Max Act: 0.0527. Min Act: -0.0002

Data Index: 471435 (C4 (Web Text))

Max Activating Token Index: 906