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

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

Neuron 2113 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: 0.2699. Min Range: -0.2699

Max Act: 0.2699. Min Act: -0.0001

Data Index: 503830 (C4 (Web Text))

Max Activating Token Index: 417

Text #1

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2546. Min Act: -0.0001

Data Index: 1050845 (C4 (Web Text))

Max Activating Token Index: 10

Text #2

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2233. Min Act: -0.0001

Data Index: 810116 (C4 (Web Text))

Max Activating Token Index: 174

Text #3

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2328. Min Act: -0.0001

Data Index: 102850 (C4 (Web Text))

Max Activating Token Index: 111

Text #4

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2230. Min Act: -0.0001

Data Index: 520473 (C4 (Web Text))

Max Activating Token Index: 11

Text #5

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2296. Min Act: -0.0001

Data Index: 593703 (C4 (Web Text))

Max Activating Token Index: 128

Text #6

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2175. Min Act: -0.0001

Data Index: 776566 (C4 (Web Text))

Max Activating Token Index: 734

Text #7

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2237. Min Act: -0.0001

Data Index: 810787 (C4 (Web Text))

Max Activating Token Index: 11

Text #8

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2366. Min Act: -0.0001

Data Index: 564421 (C4 (Web Text))

Max Activating Token Index: 884

Text #9

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2012. Min Act: -0.0001

Data Index: 503539 (C4 (Web Text))

Max Activating Token Index: 8

Text #10

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2190. Min Act: -0.0001

Data Index: 287654 (C4 (Web Text))

Max Activating Token Index: 552

Text #11

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.1929. Min Act: -0.0001

Data Index: 133296 (C4 (Web Text))

Max Activating Token Index: 278

Text #12

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2011. Min Act: -0.0001

Data Index: 1337271 (C4 (Web Text))

Max Activating Token Index: 91

Text #13

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2123. Min Act: -0.0001

Data Index: 1276609 (C4 (Web Text))

Max Activating Token Index: 434

Text #14

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.1890. Min Act: -0.0001

Data Index: 887431 (C4 (Web Text))

Max Activating Token Index: 386

Text #15

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2001. Min Act: -0.0001

Data Index: 404591 (C4 (Web Text))

Max Activating Token Index: 550

Text #16

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.1949. Min Act: -0.0001

Data Index: 88474 (C4 (Web Text))

Max Activating Token Index: 476

Text #17

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.2112. Min Act: -0.0001

Data Index: 767471 (C4 (Web Text))

Max Activating Token Index: 117

Text #18

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.1999. Min Act: -0.0001

Data Index: 484794 (C4 (Web Text))

Max Activating Token Index: 378

Text #19

Max Range: 0.2699. Min Range: -0.2699

Max Act: 0.1971. Min Act: -0.0001

Data Index: 1322677 (C4 (Web Text))

Max Activating Token Index: 67