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

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

Neuron 2200 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

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Max Act: 0.0243. Min Act: -0.0002

Data Index: 613584 (C4 (Web Text))

Max Activating Token Index: 297

Text #1

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Max Act: 0.0223. Min Act: -0.0003

Data Index: 428556 (C4 (Web Text))

Max Activating Token Index: 560

Text #2

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Max Act: 0.0214. Min Act: -0.0003

Data Index: 711874 (C4 (Web Text))

Max Activating Token Index: 748

Text #3

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Max Act: 0.0205. Min Act: -0.0002

Data Index: 1336589 (C4 (Web Text))

Max Activating Token Index: 576

Text #4

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Max Act: 0.0187. Min Act: -0.0003

Data Index: 1354089 (C4 (Web Text))

Max Activating Token Index: 433

Text #5

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Max Act: 0.0189. Min Act: -0.0003

Data Index: 398536 (C4 (Web Text))

Max Activating Token Index: 446

Text #6

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Max Act: 0.0191. Min Act: -0.0003

Data Index: 1094735 (C4 (Web Text))

Max Activating Token Index: 741

Text #7

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Data Index: 911954 (C4 (Web Text))

Max Activating Token Index: 256

Text #8

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Data Index: 1129439 (C4 (Web Text))

Max Activating Token Index: 963

Text #9

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Data Index: 964755 (C4 (Web Text))

Max Activating Token Index: 935

Text #10

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Data Index: 1200054 (C4 (Web Text))

Max Activating Token Index: 677

Text #11

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Data Index: 1241112 (C4 (Web Text))

Max Activating Token Index: 636

Text #12

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Data Index: 995570 (C4 (Web Text))

Max Activating Token Index: 596

Text #13

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Data Index: 208723 (C4 (Web Text))

Max Activating Token Index: 503

Text #14

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Data Index: 1299770 (C4 (Web Text))

Max Activating Token Index: 318

Text #15

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Max Activating Token Index: 46

Text #16

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Max Activating Token Index: 540

Text #17

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Data Index: 1200730 (C4 (Web Text))

Max Activating Token Index: 885

Text #18

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Data Index: 682918 (C4 (Web Text))

Max Activating Token Index: 235

Text #19

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Max Act: 0.0170. Min Act: -0.0003

Data Index: 366632 (C4 (Web Text))

Max Activating Token Index: 557