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

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

Neuron 61 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: 0.0772. Min Range: -0.0772

Max Act: 0.0705. Min Act: -0.0001

Data Index: 1354021 (C4 (Web Text))

Max Activating Token Index: 167

Text #1

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0772. Min Act: -0.0001

Data Index: 823703 (C4 (Web Text))

Max Activating Token Index: 145

Text #2

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0621. Min Act: -0.0001

Data Index: 697669 (C4 (Web Text))

Max Activating Token Index: 926

Text #3

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0641. Min Act: -0.0001

Data Index: 384832 (C4 (Web Text))

Max Activating Token Index: 807

Text #4

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0590. Min Act: -0.0001

Data Index: 663766 (C4 (Web Text))

Max Activating Token Index: 407

Text #5

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0560. Min Act: -0.0001

Data Index: 26965 (C4 (Web Text))

Max Activating Token Index: 191

Text #6

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0614. Min Act: -0.0001

Data Index: 873740 (C4 (Web Text))

Max Activating Token Index: 870

Text #7

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0511. Min Act: -0.0001

Data Index: 1079230 (C4 (Web Text))

Max Activating Token Index: 822

Text #8

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0578. Min Act: -0.0001

Data Index: 1341993 (C4 (Web Text))

Max Activating Token Index: 467

Text #9

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0532. Min Act: -0.0001

Data Index: 1223461 (C4 (Web Text))

Max Activating Token Index: 30

Text #10

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0559. Min Act: -0.0001

Data Index: 1111275 (C4 (Web Text))

Max Activating Token Index: 606

Text #11

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0606. Min Act: -0.0001

Data Index: 902934 (C4 (Web Text))

Max Activating Token Index: 185

Text #12

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0562. Min Act: -0.0001

Data Index: 713662 (C4 (Web Text))

Max Activating Token Index: 125

Text #13

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0584. Min Act: -0.0001

Data Index: 134811 (C4 (Web Text))

Max Activating Token Index: 14

Text #14

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0600. Min Act: -0.0001

Data Index: 484480 (C4 (Web Text))

Max Activating Token Index: 152

Text #15

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0584. Min Act: -0.0001

Data Index: 625038 (C4 (Web Text))

Max Activating Token Index: 834

Text #16

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0539. Min Act: -0.0001

Data Index: 869054 (C4 (Web Text))

Max Activating Token Index: 919

Text #17

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0572. Min Act: -0.0001

Data Index: 1027016 (C4 (Web Text))

Max Activating Token Index: 211

Text #18

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0536. Min Act: -0.0001

Data Index: 967881 (C4 (Web Text))

Max Activating Token Index: 724

Text #19

Max Range: 0.0772. Min Range: -0.0772

Max Act: 0.0557. Min Act: -0.0001

Data Index: 905440 (C4 (Web Text))

Max Activating Token Index: 684