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

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

Neuron 560 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: 0.9930. Min Range: -0.9930

Max Act: 0.9752. Min Act: -0.0002

Data Index: 516016 (C4 (Web Text))

Max Activating Token Index: 767

Text #1

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9850. Min Act: -0.0002

Data Index: 435904 (C4 (Web Text))

Max Activating Token Index: 745

Text #2

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9395. Min Act: -0.0002

Data Index: 840392 (C4 (Web Text))

Max Activating Token Index: 717

Text #3

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9300. Min Act: -0.0002

Data Index: 986559 (C4 (Web Text))

Max Activating Token Index: 700

Text #4

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.8965. Min Act: -0.0002

Data Index: 1357705 (C4 (Web Text))

Max Activating Token Index: 620

Text #5

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9722. Min Act: -0.0001

Data Index: 927852 (C4 (Web Text))

Max Activating Token Index: 454

Text #6

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9930. Min Act: -0.0002

Data Index: 584917 (C4 (Web Text))

Max Activating Token Index: 673

Text #7

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9250. Min Act: -0.0002

Data Index: 680301 (C4 (Web Text))

Max Activating Token Index: 539

Text #8

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9458. Min Act: -0.0002

Data Index: 254331 (C4 (Web Text))

Max Activating Token Index: 499

Text #9

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9162. Min Act: -0.0002

Data Index: 770812 (C4 (Web Text))

Max Activating Token Index: 438

Text #10

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.8862. Min Act: -0.0001

Data Index: 1253169 (C4 (Web Text))

Max Activating Token Index: 568

Text #11

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9363. Min Act: -0.0001

Data Index: 807569 (C4 (Web Text))

Max Activating Token Index: 679

Text #12

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9170. Min Act: -0.0002

Data Index: 712269 (C4 (Web Text))

Max Activating Token Index: 630

Text #13

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9291. Min Act: -0.0001

Data Index: 1310760 (C4 (Web Text))

Max Activating Token Index: 713

Text #14

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9832. Min Act: -0.0002

Data Index: 1300642 (C4 (Web Text))

Max Activating Token Index: 759

Text #15

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9771. Min Act: -0.0002

Data Index: 690001 (C4 (Web Text))

Max Activating Token Index: 746

Text #16

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9293. Min Act: -0.0002

Data Index: 693117 (C4 (Web Text))

Max Activating Token Index: 680

Text #17

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9419. Min Act: -0.0001

Data Index: 1237110 (C4 (Web Text))

Max Activating Token Index: 460

Text #18

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9124. Min Act: -0.0001

Data Index: 874506 (C4 (Web Text))

Max Activating Token Index: 451

Text #19

Max Range: 0.9930. Min Range: -0.9930

Max Act: 0.9114. Min Act: -0.0002

Data Index: 1293812 (C4 (Web Text))

Max Activating Token Index: 397