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

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

Neuron 256 in Layer 1

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

Text #0

Max Range: 0.0482. Min Range: -0.0482

Max Act: 0.0475. Min Act: -0.0002

Data Index: 654166 (C4 (Web Text))

Max Activating Token Index: 973

Text #1

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Max Act: 0.0482. Min Act: -0.0003

Data Index: 249295 (C4 (Web Text))

Max Activating Token Index: 463

Text #2

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Max Act: 0.0452. Min Act: -0.0003

Data Index: 620132 (C4 (Web Text))

Max Activating Token Index: 134

Text #3

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Max Act: 0.0470. Min Act: -0.0002

Data Index: 1306886 (C4 (Web Text))

Max Activating Token Index: 35

Text #4

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Max Act: 0.0430. Min Act: -0.0002

Data Index: 216552 (C4 (Web Text))

Max Activating Token Index: 930

Text #5

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Max Act: 0.0440. Min Act: -0.0003

Data Index: 55323 (C4 (Web Text))

Max Activating Token Index: 948

Text #6

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Max Act: 0.0427. Min Act: -0.0003

Data Index: 528455 (C4 (Web Text))

Max Activating Token Index: 628

Text #7

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Max Act: 0.0410. Min Act: -0.0003

Data Index: 607368 (C4 (Web Text))

Max Activating Token Index: 510

Text #8

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Max Act: 0.0434. Min Act: -0.0002

Data Index: 93504 (C4 (Web Text))

Max Activating Token Index: 157

Text #9

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Max Act: 0.0427. Min Act: -0.0002

Data Index: 104623 (C4 (Web Text))

Max Activating Token Index: 322

Text #10

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Max Act: 0.0421. Min Act: -0.0003

Data Index: 725111 (C4 (Web Text))

Max Activating Token Index: 485

Text #11

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Max Act: 0.0421. Min Act: -0.0003

Data Index: 362708 (C4 (Web Text))

Max Activating Token Index: 586

Text #12

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Data Index: 569600 (C4 (Web Text))

Max Activating Token Index: 393

Text #13

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Data Index: 1297837 (C4 (Web Text))

Max Activating Token Index: 808

Text #14

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Data Index: 952239 (C4 (Web Text))

Max Activating Token Index: 516

Text #15

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Max Activating Token Index: 724

Text #16

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Max Activating Token Index: 839

Text #17

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Data Index: 433840 (C4 (Web Text))

Max Activating Token Index: 331

Text #18

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Max Act: 0.0418. Min Act: -0.0002

Data Index: 776073 (C4 (Web Text))

Max Activating Token Index: 336

Text #19

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Max Act: 0.0405. Min Act: -0.0002

Data Index: 400061 (C4 (Web Text))

Max Activating Token Index: 790