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

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

Neuron 4000 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: 0.0201. Min Range: -0.0201

Max Act: 0.0201. Min Act: -0.0003

Data Index: 573713 (C4 (Web Text))

Max Activating Token Index: 454

Text #1

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0194. Min Act: -0.0003

Data Index: 678364 (C4 (Web Text))

Max Activating Token Index: 442

Text #2

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0179. Min Act: -0.0003

Data Index: 584471 (C4 (Web Text))

Max Activating Token Index: 147

Text #3

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0171. Min Act: -0.0003

Data Index: 872162 (C4 (Web Text))

Max Activating Token Index: 468

Text #4

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0175. Min Act: -0.0003

Data Index: 1220392 (C4 (Web Text))

Max Activating Token Index: 837

Text #5

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0173. Min Act: -0.0003

Data Index: 301075 (C4 (Web Text))

Max Activating Token Index: 290

Text #6

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0165. Min Act: -0.0003

Data Index: 1259655 (C4 (Web Text))

Max Activating Token Index: 400

Text #7

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0162. Min Act: -0.0003

Data Index: 1149513 (C4 (Web Text))

Max Activating Token Index: 556

Text #8

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0162. Min Act: -0.0003

Data Index: 852136 (C4 (Web Text))

Max Activating Token Index: 499

Text #9

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0160. Min Act: -0.0003

Data Index: 369971 (C4 (Web Text))

Max Activating Token Index: 360

Text #10

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0155. Min Act: -0.0003

Data Index: 1083487 (C4 (Web Text))

Max Activating Token Index: 717

Text #11

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0158. Min Act: -0.0003

Data Index: 396995 (C4 (Web Text))

Max Activating Token Index: 66

Text #12

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0154. Min Act: -0.0003

Data Index: 5443 (C4 (Web Text))

Max Activating Token Index: 25

Text #13

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0157. Min Act: -0.0003

Data Index: 939845 (C4 (Web Text))

Max Activating Token Index: 213

Text #14

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0153. Min Act: -0.0003

Data Index: 309086 (C4 (Web Text))

Max Activating Token Index: 814

Text #15

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0154. Min Act: -0.0003

Data Index: 837798 (C4 (Web Text))

Max Activating Token Index: 456

Text #16

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0151. Min Act: -0.0003

Data Index: 1116757 (C4 (Web Text))

Max Activating Token Index: 561

Text #17

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0153. Min Act: -0.0003

Data Index: 742517 (C4 (Web Text))

Max Activating Token Index: 384

Text #18

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0153. Min Act: -0.0003

Data Index: 216309 (C4 (Web Text))

Max Activating Token Index: 52

Text #19

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0150. Min Act: -0.0003

Data Index: 21621 (C4 (Web Text))

Max Activating Token Index: 67