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

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

Neuron 2026 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1412. Min Act: -0.0002

Data Index: 880433 (C4 (Web Text))

Max Activating Token Index: 430

Text #1

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1213. Min Act: -0.0002

Data Index: 745270 (C4 (Web Text))

Max Activating Token Index: 299

Text #2

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1116. Min Act: -0.0002

Data Index: 93454 (C4 (Web Text))

Max Activating Token Index: 782

Text #3

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1073. Min Act: -0.0002

Data Index: 150455 (C4 (Web Text))

Max Activating Token Index: 102

Text #4

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1119. Min Act: -0.0002

Data Index: 67266 (C4 (Web Text))

Max Activating Token Index: 591

Text #5

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1056. Min Act: -0.0002

Data Index: 106162 (C4 (Web Text))

Max Activating Token Index: 397

Text #6

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0892. Min Act: -0.0002

Data Index: 150733 (C4 (Web Text))

Max Activating Token Index: 374

Text #7

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1074. Min Act: -0.0002

Data Index: 658888 (C4 (Web Text))

Max Activating Token Index: 831

Text #8

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0929. Min Act: -0.0002

Data Index: 685848 (C4 (Web Text))

Max Activating Token Index: 413

Text #9

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0898. Min Act: -0.0002

Data Index: 285876 (C4 (Web Text))

Max Activating Token Index: 293

Text #10

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0910. Min Act: -0.0002

Data Index: 98627 (C4 (Web Text))

Max Activating Token Index: 158

Text #11

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0907. Min Act: -0.0002

Data Index: 618253 (C4 (Web Text))

Max Activating Token Index: 96

Text #12

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0935. Min Act: -0.0002

Data Index: 282940 (C4 (Web Text))

Max Activating Token Index: 742

Text #13

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0833. Min Act: -0.0002

Data Index: 430696 (C4 (Web Text))

Max Activating Token Index: 994

Text #14

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0892. Min Act: -0.0002

Data Index: 822467 (C4 (Web Text))

Max Activating Token Index: 185

Text #15

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0930. Min Act: -0.0002

Data Index: 461037 (C4 (Web Text))

Max Activating Token Index: 311

Text #16

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0926. Min Act: -0.0002

Data Index: 233832 (C4 (Web Text))

Max Activating Token Index: 390

Text #17

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.1104. Min Act: -0.0002

Data Index: 1157326 (C4 (Web Text))

Max Activating Token Index: 267

Text #18

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0958. Min Act: -0.0002

Data Index: 1342693 (C4 (Web Text))

Max Activating Token Index: 789

Text #19

Max Range: 0.1412. Min Range: -0.1412

Max Act: 0.0896. Min Act: -0.0002

Data Index: 18700 (C4 (Web Text))

Max Activating Token Index: 77