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

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

Neuron 2560 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0301. Min Act: -0.0002

Data Index: 84924 (C4 (Web Text))

Max Activating Token Index: 210

Text #1

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0308. Min Act: -0.0002

Data Index: 1127560 (C4 (Web Text))

Max Activating Token Index: 780

Text #2

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0284. Min Act: -0.0002

Data Index: 520124 (C4 (Web Text))

Max Activating Token Index: 22

Text #3

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0284. Min Act: -0.0003

Data Index: 201935 (C4 (Web Text))

Max Activating Token Index: 116

Text #4

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0269. Min Act: -0.0002

Data Index: 1164323 (C4 (Web Text))

Max Activating Token Index: 87

Text #5

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0272. Min Act: -0.0002

Data Index: 113461 (C4 (Web Text))

Max Activating Token Index: 560

Text #6

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0253. Min Act: -0.0003

Data Index: 615171 (C4 (Web Text))

Max Activating Token Index: 612

Text #7

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0262. Min Act: -0.0002

Data Index: 1270530 (C4 (Web Text))

Max Activating Token Index: 788

Text #8

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0267. Min Act: -0.0003

Data Index: 1229604 (C4 (Web Text))

Max Activating Token Index: 56

Text #9

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0262. Min Act: -0.0003

Data Index: 348889 (C4 (Web Text))

Max Activating Token Index: 43

Text #10

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0269. Min Act: -0.0002

Data Index: 310016 (C4 (Web Text))

Max Activating Token Index: 322

Text #11

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0267. Min Act: -0.0003

Data Index: 987333 (C4 (Web Text))

Max Activating Token Index: 93

Text #12

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0259. Min Act: -0.0002

Data Index: 776098 (C4 (Web Text))

Max Activating Token Index: 153

Text #13

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0251. Min Act: -0.0003

Data Index: 333977 (C4 (Web Text))

Max Activating Token Index: 39

Text #14

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0265. Min Act: -0.0002

Data Index: 1218711 (C4 (Web Text))

Max Activating Token Index: 634

Text #15

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0251. Min Act: -0.0002

Data Index: 1119816 (C4 (Web Text))

Max Activating Token Index: 871

Text #16

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0253. Min Act: -0.0003

Data Index: 474673 (C4 (Web Text))

Max Activating Token Index: 435

Text #17

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0251. Min Act: -0.0002

Data Index: 837959 (C4 (Web Text))

Max Activating Token Index: 604

Text #18

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0237. Min Act: -0.0002

Data Index: 1111099 (C4 (Web Text))

Max Activating Token Index: 284

Text #19

Max Range: 0.0308. Min Range: -0.0308

Max Act: 0.0239. Min Act: -0.0003

Data Index: 21137 (C4 (Web Text))

Max Activating Token Index: 593