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

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

Neuron 3 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0234. Min Act: -0.0003

Data Index: 367663 (C4 (Web Text))

Max Activating Token Index: 224

Text #1

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0229. Min Act: -0.0003

Data Index: 348657 (C4 (Web Text))

Max Activating Token Index: 119

Text #2

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0226. Min Act: -0.0003

Data Index: 1253691 (C4 (Web Text))

Max Activating Token Index: 957

Text #3

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0217. Min Act: -0.0003

Data Index: 221069 (C4 (Web Text))

Max Activating Token Index: 951

Text #4

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0238. Min Act: -0.0003

Data Index: 368712 (C4 (Web Text))

Max Activating Token Index: 540

Text #5

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0207. Min Act: -0.0003

Data Index: 1224843 (C4 (Web Text))

Max Activating Token Index: 154

Text #6

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0212. Min Act: -0.0003

Data Index: 604571 (C4 (Web Text))

Max Activating Token Index: 314

Text #7

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0203. Min Act: -0.0003

Data Index: 292941 (C4 (Web Text))

Max Activating Token Index: 299

Text #8

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0200. Min Act: -0.0003

Data Index: 330280 (C4 (Web Text))

Max Activating Token Index: 918

Text #9

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0203. Min Act: -0.0003

Data Index: 517836 (C4 (Web Text))

Max Activating Token Index: 413

Text #10

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0194. Min Act: -0.0003

Data Index: 1203864 (C4 (Web Text))

Max Activating Token Index: 858

Text #11

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0197. Min Act: -0.0003

Data Index: 934019 (C4 (Web Text))

Max Activating Token Index: 483

Text #12

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0181. Min Act: -0.0003

Data Index: 591714 (C4 (Web Text))

Max Activating Token Index: 992

Text #13

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0184. Min Act: -0.0003

Data Index: 429434 (C4 (Web Text))

Max Activating Token Index: 621

Text #14

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0186. Min Act: -0.0003

Data Index: 1165066 (C4 (Web Text))

Max Activating Token Index: 503

Text #15

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0187. Min Act: -0.0003

Data Index: 721254 (C4 (Web Text))

Max Activating Token Index: 103

Text #16

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0181. Min Act: -0.0003

Data Index: 103649 (C4 (Web Text))

Max Activating Token Index: 947

Text #17

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0189. Min Act: -0.0003

Data Index: 573425 (C4 (Web Text))

Max Activating Token Index: 219

Text #18

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0189. Min Act: -0.0003

Data Index: 827759 (C4 (Web Text))

Max Activating Token Index: 460

Text #19

Max Range: 0.0238. Min Range: -0.0238

Max Act: 0.0188. Min Act: -0.0003

Data Index: 316011 (C4 (Web Text))

Max Activating Token Index: 646