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

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

Neuron 40 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0295. Min Act: -0.0001

Data Index: 1150058 (C4 (Web Text))

Max Activating Token Index: 444

Text #1

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0286. Min Act: -0.0001

Data Index: 173284 (C4 (Web Text))

Max Activating Token Index: 299

Text #2

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0276. Min Act: -0.0001

Data Index: 48557 (C4 (Web Text))

Max Activating Token Index: 548

Text #3

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0244. Min Act: -0.0002

Data Index: 815305 (C4 (Web Text))

Max Activating Token Index: 839

Text #4

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0237. Min Act: -0.0002

Data Index: 712078 (C4 (Web Text))

Max Activating Token Index: 163

Text #5

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0236. Min Act: -0.0001

Data Index: 800078 (C4 (Web Text))

Max Activating Token Index: 370

Text #6

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0239. Min Act: -0.0001

Data Index: 281056 (C4 (Web Text))

Max Activating Token Index: 773

Text #7

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0229. Min Act: -0.0002

Data Index: 626594 (C4 (Web Text))

Max Activating Token Index: 140

Text #8

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0247. Min Act: -0.0002

Data Index: 676537 (C4 (Web Text))

Max Activating Token Index: 497

Text #9

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0238. Min Act: -0.0001

Data Index: 86415 (C4 (Web Text))

Max Activating Token Index: 73

Text #10

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0249. Min Act: -0.0002

Data Index: 691692 (C4 (Web Text))

Max Activating Token Index: 721

Text #11

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0201. Min Act: -0.0002

Data Index: 700235 (C4 (Web Text))

Max Activating Token Index: 984

Text #12

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0218. Min Act: -0.0001

Data Index: 155677 (C4 (Web Text))

Max Activating Token Index: 804

Text #13

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0216. Min Act: -0.0001

Data Index: 259314 (C4 (Web Text))

Max Activating Token Index: 320

Text #14

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0220. Min Act: -0.0002

Data Index: 284264 (C4 (Web Text))

Max Activating Token Index: 357

Text #15

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0218. Min Act: -0.0001

Data Index: 259476 (C4 (Web Text))

Max Activating Token Index: 861

Text #16

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0217. Min Act: -0.0002

Data Index: 399763 (C4 (Web Text))

Max Activating Token Index: 997

Text #17

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0219. Min Act: -0.0002

Data Index: 269489 (C4 (Web Text))

Max Activating Token Index: 398

Text #18

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0243. Min Act: -0.0002

Data Index: 551254 (C4 (Web Text))

Max Activating Token Index: 494

Text #19

Max Range: 0.0295. Min Range: -0.0295

Max Act: 0.0222. Min Act: -0.0002

Data Index: 843628 (C4 (Web Text))

Max Activating Token Index: 694