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

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

Neuron 2700 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: 0.0372. Min Range: -0.0372

Max Act: 0.0325. Min Act: -0.0003

Data Index: 153557 (C4 (Web Text))

Max Activating Token Index: 235

Text #1

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Max Act: 0.0372. Min Act: -0.0003

Data Index: 1202581 (C4 (Web Text))

Max Activating Token Index: 165

Text #2

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Max Act: 0.0340. Min Act: -0.0002

Data Index: 310524 (C4 (Web Text))

Max Activating Token Index: 979

Text #3

Max Range: 0.0372. Min Range: -0.0372

Max Act: 0.0352. Min Act: -0.0003

Data Index: 213928 (C4 (Web Text))

Max Activating Token Index: 128

Text #4

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Max Act: 0.0336. Min Act: -0.0002

Data Index: 1203048 (C4 (Web Text))

Max Activating Token Index: 693

Text #5

Max Range: 0.0372. Min Range: -0.0372

Max Act: 0.0325. Min Act: -0.0002

Data Index: 622240 (C4 (Web Text))

Max Activating Token Index: 485

Text #6

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Max Act: 0.0308. Min Act: -0.0002

Data Index: 1090798 (C4 (Web Text))

Max Activating Token Index: 671

Text #7

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Max Act: 0.0273. Min Act: -0.0003

Data Index: 1160054 (C4 (Web Text))

Max Activating Token Index: 828

Text #8

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Max Act: 0.0267. Min Act: -0.0002

Data Index: 297892 (C4 (Web Text))

Max Activating Token Index: 85

Text #9

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Max Act: 0.0286. Min Act: -0.0002

Data Index: 458080 (C4 (Web Text))

Max Activating Token Index: 800

Text #10

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Max Act: 0.0249. Min Act: -0.0002

Data Index: 876798 (C4 (Web Text))

Max Activating Token Index: 205

Text #11

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Max Act: 0.0247. Min Act: -0.0003

Data Index: 319992 (C4 (Web Text))

Max Activating Token Index: 1011

Text #12

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Max Act: 0.0236. Min Act: -0.0002

Data Index: 126639 (C4 (Web Text))

Max Activating Token Index: 58

Text #13

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Max Act: 0.0251. Min Act: -0.0002

Data Index: 801281 (C4 (Web Text))

Max Activating Token Index: 522

Text #14

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Max Act: 0.0227. Min Act: -0.0003

Data Index: 1246311 (C4 (Web Text))

Max Activating Token Index: 303

Text #15

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Data Index: 1081506 (C4 (Web Text))

Max Activating Token Index: 876

Text #16

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Data Index: 315833 (C4 (Web Text))

Max Activating Token Index: 463

Text #17

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Max Act: 0.0215. Min Act: -0.0003

Data Index: 871860 (C4 (Web Text))

Max Activating Token Index: 714

Text #18

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Max Act: 0.0212. Min Act: -0.0002

Data Index: 697265 (C4 (Web Text))

Max Activating Token Index: 927

Text #19

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Max Act: 0.0194. Min Act: -0.0002

Data Index: 17438 (C4 (Web Text))

Max Activating Token Index: 440