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

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

Neuron 2020 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: 0.0281. Min Range: -0.0281

Max Act: 0.0281. Min Act: -0.0003

Data Index: 294525 (C4 (Web Text))

Max Activating Token Index: 267

Text #1

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0263. Min Act: -0.0003

Data Index: 213885 (C4 (Web Text))

Max Activating Token Index: 157

Text #2

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0263. Min Act: -0.0003

Data Index: 813684 (C4 (Web Text))

Max Activating Token Index: 496

Text #3

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0256. Min Act: -0.0003

Data Index: 1307682 (C4 (Web Text))

Max Activating Token Index: 234

Text #4

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0263. Min Act: -0.0002

Data Index: 108932 (C4 (Web Text))

Max Activating Token Index: 441

Text #5

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0250. Min Act: -0.0002

Data Index: 953074 (C4 (Web Text))

Max Activating Token Index: 192

Text #6

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0249. Min Act: -0.0002

Data Index: 1196368 (C4 (Web Text))

Max Activating Token Index: 202

Text #7

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0246. Min Act: -0.0003

Data Index: 416036 (C4 (Web Text))

Max Activating Token Index: 91

Text #8

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0240. Min Act: -0.0002

Data Index: 565259 (C4 (Web Text))

Max Activating Token Index: 628

Text #9

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0245. Min Act: -0.0002

Data Index: 479316 (C4 (Web Text))

Max Activating Token Index: 50

Text #10

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0236. Min Act: -0.0002

Data Index: 662411 (C4 (Web Text))

Max Activating Token Index: 288

Text #11

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0245. Min Act: -0.0003

Data Index: 584733 (C4 (Web Text))

Max Activating Token Index: 267

Text #12

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0237. Min Act: -0.0002

Data Index: 1136373 (C4 (Web Text))

Max Activating Token Index: 371

Text #13

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0237. Min Act: -0.0002

Data Index: 1008291 (C4 (Web Text))

Max Activating Token Index: 413

Text #14

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0231. Min Act: -0.0003

Data Index: 1188641 (C4 (Web Text))

Max Activating Token Index: 28

Text #15

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0231. Min Act: -0.0002

Data Index: 867615 (C4 (Web Text))

Max Activating Token Index: 500

Text #16

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0235. Min Act: -0.0002

Data Index: 573103 (C4 (Web Text))

Max Activating Token Index: 188

Text #17

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0230. Min Act: -0.0003

Data Index: 772240 (C4 (Web Text))

Max Activating Token Index: 330

Text #18

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0234. Min Act: -0.0003

Data Index: 1230555 (C4 (Web Text))

Max Activating Token Index: 903

Text #19

Max Range: 0.0281. Min Range: -0.0281

Max Act: 0.0225. Min Act: -0.0002

Data Index: 1029921 (C4 (Web Text))

Max Activating Token Index: 12