Model: SoLU Model: 8 Layers, 4096 Neurons per Layer

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

Neuron 1024 in Layer 7

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-8l')

Text #0

Max Range: 0.3916. Min Range: -0.3916

Max Act: 0.3916. Min Act: -0.0001

Data Index: 768772 (C4 (Web Text))

Max Activating Token Index: 120

Text #1

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Max Act: 0.3772. Min Act: -0.0001

Data Index: 1127355 (C4 (Web Text))

Max Activating Token Index: 745

Text #2

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Max Act: 0.3566. Min Act: -0.0001

Data Index: 6168 (C4 (Web Text))

Max Activating Token Index: 417

Text #3

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Max Act: 0.3857. Min Act: -0.0001

Data Index: 923496 (C4 (Web Text))

Max Activating Token Index: 302

Text #4

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Max Act: 0.3700. Min Act: -0.0001

Data Index: 295103 (C4 (Web Text))

Max Activating Token Index: 608

Text #5

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Max Act: 0.3682. Min Act: -0.0001

Data Index: 278217 (C4 (Web Text))

Max Activating Token Index: 316

Text #6

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Data Index: 279038 (C4 (Web Text))

Max Activating Token Index: 926

Text #7

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Data Index: 1249197 (C4 (Web Text))

Max Activating Token Index: 404

Text #8

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Data Index: 1122409 (C4 (Web Text))

Max Activating Token Index: 225

Text #9

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Data Index: 871990 (C4 (Web Text))

Max Activating Token Index: 707

Text #10

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Data Index: 1147494 (C4 (Web Text))

Max Activating Token Index: 233

Text #11

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Data Index: 220644 (C4 (Web Text))

Max Activating Token Index: 773

Text #12

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Data Index: 720156 (C4 (Web Text))

Max Activating Token Index: 325

Text #13

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Data Index: 151572 (C4 (Web Text))

Max Activating Token Index: 1015

Text #14

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Data Index: 496175 (C4 (Web Text))

Max Activating Token Index: 643

Text #15

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Data Index: 964023 (C4 (Web Text))

Max Activating Token Index: 437

Text #16

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Text #17

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Data Index: 834403 (C4 (Web Text))

Max Activating Token Index: 906

Text #18

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Data Index: 193687 (C4 (Web Text))

Max Activating Token Index: 136

Text #19

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Max Act: 0.3135. Min Act: -0.0001

Data Index: 130366 (C4 (Web Text))

Max Activating Token Index: 977