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

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

Neuron 256 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0979. Min Act: -0.0003

Data Index: 71756 (C4 (Web Text))

Max Activating Token Index: 498

Text #1

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0895. Min Act: -0.0003

Data Index: 97057 (C4 (Web Text))

Max Activating Token Index: 895

Text #2

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0822. Min Act: -0.0003

Data Index: 1014434 (C4 (Web Text))

Max Activating Token Index: 970

Text #3

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0855. Min Act: -0.0003

Data Index: 363576 (C4 (Web Text))

Max Activating Token Index: 46

Text #4

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0848. Min Act: -0.0003

Data Index: 111270 (C4 (Web Text))

Max Activating Token Index: 838

Text #5

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0787. Min Act: -0.0003

Data Index: 651578 (C4 (Web Text))

Max Activating Token Index: 792

Text #6

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0818. Min Act: -0.0003

Data Index: 533233 (C4 (Web Text))

Max Activating Token Index: 13

Text #7

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0871. Min Act: -0.0003

Data Index: 1357039 (C4 (Web Text))

Max Activating Token Index: 612

Text #8

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0825. Min Act: -0.0003

Data Index: 117221 (C4 (Web Text))

Max Activating Token Index: 234

Text #9

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0791. Min Act: -0.0003

Data Index: 311337 (C4 (Web Text))

Max Activating Token Index: 5

Text #10

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0719. Min Act: -0.0003

Data Index: 424071 (C4 (Web Text))

Max Activating Token Index: 954

Text #11

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Max Act: 0.0810. Min Act: -0.0003

Data Index: 735594 (C4 (Web Text))

Max Activating Token Index: 7

Text #12

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0746. Min Act: -0.0003

Data Index: 907557 (C4 (Web Text))

Max Activating Token Index: 707

Text #13

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0796. Min Act: -0.0003

Data Index: 1023877 (C4 (Web Text))

Max Activating Token Index: 740

Text #14

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0793. Min Act: -0.0003

Data Index: 214422 (C4 (Web Text))

Max Activating Token Index: 497

Text #15

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0792. Min Act: -0.0003

Data Index: 906473 (C4 (Web Text))

Max Activating Token Index: 673

Text #16

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Max Act: 0.0794. Min Act: -0.0003

Data Index: 1255912 (C4 (Web Text))

Max Activating Token Index: 35

Text #17

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0760. Min Act: -0.0003

Data Index: 1200638 (C4 (Web Text))

Max Activating Token Index: 601

Text #18

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0792. Min Act: -0.0003

Data Index: 447617 (C4 (Web Text))

Max Activating Token Index: 873

Text #19

Max Range: 0.0979. Min Range: -0.0979

Max Act: 0.0784. Min Act: -0.0003

Data Index: 230295 (C4 (Web Text))

Max Activating Token Index: 27