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

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

Neuron 4540 in Layer 3

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0723. Min Act: -0.0001

Data Index: 1270741 (C4 (Web Text))

Max Activating Token Index: 235

Text #1

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0787. Min Act: -0.0001

Data Index: 414034 (C4 (Web Text))

Max Activating Token Index: 252

Text #2

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0718. Min Act: -0.0001

Data Index: 371408 (C4 (Web Text))

Max Activating Token Index: 409

Text #3

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0648. Min Act: -0.0001

Data Index: 1131356 (C4 (Web Text))

Max Activating Token Index: 115

Text #4

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0594. Min Act: -0.0001

Data Index: 554189 (C4 (Web Text))

Max Activating Token Index: 818

Text #5

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0595. Min Act: -0.0001

Data Index: 562616 (C4 (Web Text))

Max Activating Token Index: 320

Text #6

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0549. Min Act: -0.0001

Data Index: 90771 (C4 (Web Text))

Max Activating Token Index: 933

Text #7

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0571. Min Act: -0.0001

Data Index: 1307307 (C4 (Web Text))

Max Activating Token Index: 619

Text #8

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0547. Min Act: -0.0001

Data Index: 971616 (C4 (Web Text))

Max Activating Token Index: 574

Text #9

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0516. Min Act: -0.0001

Data Index: 356699 (C4 (Web Text))

Max Activating Token Index: 317

Text #10

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0512. Min Act: -0.0001

Data Index: 432103 (C4 (Web Text))

Max Activating Token Index: 948

Text #11

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0528. Min Act: -0.0001

Data Index: 1154164 (C4 (Web Text))

Max Activating Token Index: 45

Text #12

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0504. Min Act: -0.0001

Data Index: 1097126 (C4 (Web Text))

Max Activating Token Index: 19

Text #13

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0495. Min Act: -0.0001

Data Index: 683917 (C4 (Web Text))

Max Activating Token Index: 769

Text #14

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0503. Min Act: -0.0001

Data Index: 292257 (C4 (Web Text))

Max Activating Token Index: 726

Text #15

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0522. Min Act: -0.0001

Data Index: 1005205 (C4 (Web Text))

Max Activating Token Index: 598

Text #16

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0380. Min Act: -0.0001

Data Index: 533515 (C4 (Web Text))

Max Activating Token Index: 222

Text #17

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0524. Min Act: -0.0001

Data Index: 421234 (C4 (Web Text))

Max Activating Token Index: 951

Text #18

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0592. Min Act: -0.0001

Data Index: 153972 (C4 (Web Text))

Max Activating Token Index: 154

Text #19

Max Range: 0.0787. Min Range: -0.0787

Max Act: 0.0515. Min Act: -0.0001

Data Index: 1333511 (C4 (Web Text))

Max Activating Token Index: 726