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

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

Neuron 4512 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: 0.3157. Min Range: -0.3157

Max Act: 0.3157. Min Act: -0.0001

Data Index: 203836 (C4 (Web Text))

Max Activating Token Index: 225

Text #1

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2679. Min Act: -0.0001

Data Index: 402264 (C4 (Web Text))

Max Activating Token Index: 448

Text #2

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2859. Min Act: -0.0001

Data Index: 462842 (C4 (Web Text))

Max Activating Token Index: 953

Text #3

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2610. Min Act: -0.0001

Data Index: 1267455 (C4 (Web Text))

Max Activating Token Index: 987

Text #4

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2607. Min Act: -0.0001

Data Index: 470038 (C4 (Web Text))

Max Activating Token Index: 799

Text #5

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2540. Min Act: -0.0001

Data Index: 974790 (C4 (Web Text))

Max Activating Token Index: 461

Text #6

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2232. Min Act: -0.0001

Data Index: 1265602 (C4 (Web Text))

Max Activating Token Index: 207

Text #7

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2372. Min Act: -0.0001

Data Index: 509857 (C4 (Web Text))

Max Activating Token Index: 647

Text #8

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2401. Min Act: -0.0001

Data Index: 1286030 (C4 (Web Text))

Max Activating Token Index: 471

Text #9

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2312. Min Act: -0.0001

Data Index: 240645 (C4 (Web Text))

Max Activating Token Index: 831

Text #10

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2437. Min Act: -0.0001

Data Index: 780516 (C4 (Web Text))

Max Activating Token Index: 752

Text #11

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2404. Min Act: -0.0001

Data Index: 175578 (C4 (Web Text))

Max Activating Token Index: 977

Text #12

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2341. Min Act: -0.0001

Data Index: 600961 (C4 (Web Text))

Max Activating Token Index: 364

Text #13

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2235. Min Act: -0.0001

Data Index: 640401 (C4 (Web Text))

Max Activating Token Index: 361

Text #14

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2295. Min Act: -0.0001

Data Index: 1293984 (C4 (Web Text))

Max Activating Token Index: 464

Text #15

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2029. Min Act: -0.0001

Data Index: 1169330 (C4 (Web Text))

Max Activating Token Index: 622

Text #16

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2048. Min Act: -0.0001

Data Index: 190838 (C4 (Web Text))

Max Activating Token Index: 329

Text #17

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2194. Min Act: -0.0001

Data Index: 1249834 (C4 (Web Text))

Max Activating Token Index: 238

Text #18

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2439. Min Act: -0.0001

Data Index: 687817 (C4 (Web Text))

Max Activating Token Index: 821

Text #19

Max Range: 0.3157. Min Range: -0.3157

Max Act: 0.2268. Min Act: -0.0001

Data Index: 1010865 (C4 (Web Text))

Max Activating Token Index: 75