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

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

Neuron 1870 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0217. Min Act: -0.0002

Data Index: 3404 (C4 (Web Text))

Max Activating Token Index: 602

Text #1

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0345. Min Act: -0.0002

Data Index: 1592764 (Python Code)

Max Activating Token Index: 286

Text #2

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0326. Min Act: -0.0002

Data Index: 838461 (C4 (Web Text))

Max Activating Token Index: 370

Text #3

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0296. Min Act: -0.0002

Data Index: 1239126 (C4 (Web Text))

Max Activating Token Index: 722

Text #4

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0283. Min Act: -0.0002

Data Index: 671136 (C4 (Web Text))

Max Activating Token Index: 298

Text #5

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0309. Min Act: -0.0002

Data Index: 538634 (C4 (Web Text))

Max Activating Token Index: 281

Text #6

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0168. Min Act: -0.0002

Data Index: 743202 (C4 (Web Text))

Max Activating Token Index: 246

Text #7

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0305. Min Act: -0.0002

Data Index: 229218 (C4 (Web Text))

Max Activating Token Index: 689

Text #8

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0261. Min Act: -0.0002

Data Index: 414188 (C4 (Web Text))

Max Activating Token Index: 448

Text #9

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0320. Min Act: -0.0002

Data Index: 221938 (C4 (Web Text))

Max Activating Token Index: 150

Text #10

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0231. Min Act: -0.0002

Data Index: 711332 (C4 (Web Text))

Max Activating Token Index: 417

Text #11

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0297. Min Act: -0.0002

Data Index: 822974 (C4 (Web Text))

Max Activating Token Index: 1006

Text #12

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0266. Min Act: -0.0002

Data Index: 669290 (C4 (Web Text))

Max Activating Token Index: 997

Text #13

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0277. Min Act: -0.0002

Data Index: 684477 (C4 (Web Text))

Max Activating Token Index: 595

Text #14

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0340. Min Act: -0.0002

Data Index: 855743 (C4 (Web Text))

Max Activating Token Index: 849

Text #15

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0281. Min Act: -0.0002

Data Index: 574108 (C4 (Web Text))

Max Activating Token Index: 522

Text #16

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0195. Min Act: -0.0002

Data Index: 15482 (C4 (Web Text))

Max Activating Token Index: 219

Text #17

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0274. Min Act: -0.0002

Data Index: 1000395 (C4 (Web Text))

Max Activating Token Index: 599

Text #18

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0254. Min Act: -0.0002

Data Index: 107858 (C4 (Web Text))

Max Activating Token Index: 573

Text #19

Max Range: 0.0345. Min Range: -0.0345

Max Act: 0.0274. Min Act: -0.0003

Data Index: 395290 (C4 (Web Text))

Max Activating Token Index: 343