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

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

Neuron 256 in Layer 0

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0409. Min Act: -0.0002

Data Index: 788586 (C4 (Web Text))

Max Activating Token Index: 6

Text #1

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0379. Min Act: -0.0002

Data Index: 86513 (C4 (Web Text))

Max Activating Token Index: 49

Text #2

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0379. Min Act: -0.0002

Data Index: 833487 (C4 (Web Text))

Max Activating Token Index: 198

Text #3

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0367. Min Act: -0.0002

Data Index: 347963 (C4 (Web Text))

Max Activating Token Index: 361

Text #4

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0371. Min Act: -0.0002

Data Index: 207119 (C4 (Web Text))

Max Activating Token Index: 864

Text #5

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0363. Min Act: -0.0002

Data Index: 540764 (C4 (Web Text))

Max Activating Token Index: 30

Text #6

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0355. Min Act: -0.0002

Data Index: 1229181 (C4 (Web Text))

Max Activating Token Index: 465

Text #7

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0354. Min Act: -0.0002

Data Index: 842740 (C4 (Web Text))

Max Activating Token Index: 150

Text #8

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0354. Min Act: -0.0002

Data Index: 318320 (C4 (Web Text))

Max Activating Token Index: 120

Text #9

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0352. Min Act: -0.0002

Data Index: 124381 (C4 (Web Text))

Max Activating Token Index: 31

Text #10

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0351. Min Act: -0.0002

Data Index: 484071 (C4 (Web Text))

Max Activating Token Index: 785

Text #11

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0348. Min Act: -0.0002

Data Index: 283675 (C4 (Web Text))

Max Activating Token Index: 401

Text #12

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0348. Min Act: -0.0002

Data Index: 30291 (C4 (Web Text))

Max Activating Token Index: 197

Text #13

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0346. Min Act: -0.0002

Data Index: 1201531 (C4 (Web Text))

Max Activating Token Index: 14

Text #14

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0340. Min Act: -0.0002

Data Index: 529044 (C4 (Web Text))

Max Activating Token Index: 977

Text #15

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0346. Min Act: -0.0002

Data Index: 477496 (C4 (Web Text))

Max Activating Token Index: 169

Text #16

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0345. Min Act: -0.0002

Data Index: 471261 (C4 (Web Text))

Max Activating Token Index: 33

Text #17

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0338. Min Act: -0.0002

Data Index: 1114285 (C4 (Web Text))

Max Activating Token Index: 354

Text #18

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0344. Min Act: -0.0002

Data Index: 267913 (C4 (Web Text))

Max Activating Token Index: 337

Text #19

Max Range: 0.0409. Min Range: -0.0409

Max Act: 0.0351. Min Act: -0.0002

Data Index: 1079632 (C4 (Web Text))

Max Activating Token Index: 881