Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

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

Neuron 64 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0258. Min Act: -0.0006

Data Index: 164409 (C4 (Web Text))

Max Activating Token Index: 816

Text #1

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0235. Min Act: -0.0006

Data Index: 980934 (C4 (Web Text))

Max Activating Token Index: 833

Text #2

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0206. Min Act: -0.0006

Data Index: 896757 (C4 (Web Text))

Max Activating Token Index: 948

Text #3

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0205. Min Act: -0.0006

Data Index: 549598 (C4 (Web Text))

Max Activating Token Index: 167

Text #4

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0221. Min Act: -0.0006

Data Index: 631277 (C4 (Web Text))

Max Activating Token Index: 640

Text #5

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0208. Min Act: -0.0006

Data Index: 855903 (C4 (Web Text))

Max Activating Token Index: 277

Text #6

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0208. Min Act: -0.0006

Data Index: 739420 (C4 (Web Text))

Max Activating Token Index: 1002

Text #7

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0201. Min Act: -0.0006

Data Index: 1113786 (C4 (Web Text))

Max Activating Token Index: 806

Text #8

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0202. Min Act: -0.0006

Data Index: 171978 (C4 (Web Text))

Max Activating Token Index: 497

Text #9

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0180. Min Act: -0.0006

Data Index: 17092 (C4 (Web Text))

Max Activating Token Index: 680

Text #10

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0197. Min Act: -0.0006

Data Index: 261432 (C4 (Web Text))

Max Activating Token Index: 160

Text #11

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0229. Min Act: -0.0006

Data Index: 1009857 (C4 (Web Text))

Max Activating Token Index: 772

Text #12

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0192. Min Act: -0.0006

Data Index: 708604 (C4 (Web Text))

Max Activating Token Index: 686

Text #13

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0207. Min Act: -0.0006

Data Index: 462145 (C4 (Web Text))

Max Activating Token Index: 928

Text #14

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0192. Min Act: -0.0006

Data Index: 453946 (C4 (Web Text))

Max Activating Token Index: 683

Text #15

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0188. Min Act: -0.0006

Data Index: 420654 (C4 (Web Text))

Max Activating Token Index: 65

Text #16

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0205. Min Act: -0.0006

Data Index: 187766 (C4 (Web Text))

Max Activating Token Index: 748

Text #17

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0188. Min Act: -0.0006

Data Index: 395731 (C4 (Web Text))

Max Activating Token Index: 342

Text #18

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0193. Min Act: -0.0006

Data Index: 554861 (C4 (Web Text))

Max Activating Token Index: 598

Text #19

Max Range: 0.0258. Min Range: -0.0258

Max Act: 0.0192. Min Act: -0.0006

Data Index: 1247076 (C4 (Web Text))

Max Activating Token Index: 436