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

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

Neuron 2011 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

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Max Act: 0.0686. Min Act: -0.0003

Data Index: 324168 (C4 (Web Text))

Max Activating Token Index: 273

Text #1

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Max Act: 0.0649. Min Act: -0.0002

Data Index: 638859 (C4 (Web Text))

Max Activating Token Index: 177

Text #2

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Max Act: 0.0590. Min Act: -0.0003

Data Index: 526723 (C4 (Web Text))

Max Activating Token Index: 66

Text #3

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Max Act: 0.0582. Min Act: -0.0003

Data Index: 124236 (C4 (Web Text))

Max Activating Token Index: 205

Text #4

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Max Act: 0.0561. Min Act: -0.0003

Data Index: 331377 (C4 (Web Text))

Max Activating Token Index: 340

Text #5

Max Range: 0.0686. Min Range: -0.0686

Max Act: 0.0530. Min Act: -0.0003

Data Index: 737927 (C4 (Web Text))

Max Activating Token Index: 138

Text #6

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Max Act: 0.0578. Min Act: -0.0003

Data Index: 421102 (C4 (Web Text))

Max Activating Token Index: 552

Text #7

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Max Act: 0.0549. Min Act: -0.0003

Data Index: 91842 (C4 (Web Text))

Max Activating Token Index: 376

Text #8

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Max Act: 0.0558. Min Act: -0.0003

Data Index: 197599 (C4 (Web Text))

Max Activating Token Index: 189

Text #9

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Max Act: 0.0532. Min Act: -0.0003

Data Index: 1232582 (C4 (Web Text))

Max Activating Token Index: 743

Text #10

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Max Act: 0.0540. Min Act: -0.0003

Data Index: 417763 (C4 (Web Text))

Max Activating Token Index: 76

Text #11

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Data Index: 781033 (C4 (Web Text))

Max Activating Token Index: 603

Text #12

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Max Act: 0.0547. Min Act: -0.0003

Data Index: 386120 (C4 (Web Text))

Max Activating Token Index: 736

Text #13

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Max Act: 0.0536. Min Act: -0.0003

Data Index: 379763 (C4 (Web Text))

Max Activating Token Index: 540

Text #14

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Data Index: 659242 (C4 (Web Text))

Max Activating Token Index: 648

Text #15

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Data Index: 306674 (C4 (Web Text))

Max Activating Token Index: 429

Text #16

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Max Activating Token Index: 255

Text #17

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Data Index: 1073282 (C4 (Web Text))

Max Activating Token Index: 156

Text #18

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Data Index: 644830 (C4 (Web Text))

Max Activating Token Index: 189

Text #19

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Max Act: 0.0529. Min Act: -0.0003

Data Index: 687652 (C4 (Web Text))

Max Activating Token Index: 35