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

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

Neuron 6 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0183. Min Act: -0.0003

Data Index: 135885 (C4 (Web Text))

Max Activating Token Index: 109

Text #1

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0179. Min Act: -0.0003

Data Index: 1286953 (C4 (Web Text))

Max Activating Token Index: 559

Text #2

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0185. Min Act: -0.0003

Data Index: 1290485 (C4 (Web Text))

Max Activating Token Index: 459

Text #3

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0180. Min Act: -0.0003

Data Index: 1287705 (C4 (Web Text))

Max Activating Token Index: 748

Text #4

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0171. Min Act: -0.0003

Data Index: 802054 (C4 (Web Text))

Max Activating Token Index: 373

Text #5

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0150. Min Act: -0.0003

Data Index: 16685 (C4 (Web Text))

Max Activating Token Index: 168

Text #6

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0160. Min Act: -0.0003

Data Index: 448284 (C4 (Web Text))

Max Activating Token Index: 591

Text #7

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0157. Min Act: -0.0003

Data Index: 930664 (C4 (Web Text))

Max Activating Token Index: 634

Text #8

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0148. Min Act: -0.0003

Data Index: 1138650 (C4 (Web Text))

Max Activating Token Index: 125

Text #9

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0145. Min Act: -0.0003

Data Index: 469005 (C4 (Web Text))

Max Activating Token Index: 441

Text #10

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0148. Min Act: -0.0003

Data Index: 884107 (C4 (Web Text))

Max Activating Token Index: 180

Text #11

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0143. Min Act: -0.0003

Data Index: 1159328 (C4 (Web Text))

Max Activating Token Index: 843

Text #12

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0140. Min Act: -0.0003

Data Index: 813619 (C4 (Web Text))

Max Activating Token Index: 233

Text #13

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0142. Min Act: -0.0003

Data Index: 1033284 (C4 (Web Text))

Max Activating Token Index: 732

Text #14

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0143. Min Act: -0.0003

Data Index: 421750 (C4 (Web Text))

Max Activating Token Index: 902

Text #15

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0137. Min Act: -0.0003

Data Index: 996350 (C4 (Web Text))

Max Activating Token Index: 765

Text #16

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0137. Min Act: -0.0002

Data Index: 181528 (C4 (Web Text))

Max Activating Token Index: 601

Text #17

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0139. Min Act: -0.0003

Data Index: 169488 (C4 (Web Text))

Max Activating Token Index: 170

Text #18

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0135. Min Act: -0.0003

Data Index: 47578 (C4 (Web Text))

Max Activating Token Index: 310

Text #19

Max Range: 0.0185. Min Range: -0.0185

Max Act: 0.0138. Min Act: -0.0003

Data Index: 157084 (C4 (Web Text))

Max Activating Token Index: 412