Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

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

Neuron 500 in Layer 3

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

Max Range: 0.1102. Min Range: -0.1102

Max Act: 0.1102. Min Act: -0.0001

Data Index: 551587 (C4 (Web Text))

Max Activating Token Index: 272

Text #1

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Max Act: 0.0986. Min Act: -0.0001

Data Index: 352776 (C4 (Web Text))

Max Activating Token Index: 150

Text #2

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Max Act: 0.0942. Min Act: -0.0002

Data Index: 274611 (C4 (Web Text))

Max Activating Token Index: 154

Text #3

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Max Act: 0.0896. Min Act: -0.0001

Data Index: 1327828 (C4 (Web Text))

Max Activating Token Index: 532

Text #4

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Max Act: 0.0861. Min Act: -0.0002

Data Index: 696480 (C4 (Web Text))

Max Activating Token Index: 408

Text #5

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Data Index: 243296 (C4 (Web Text))

Max Activating Token Index: 951

Text #6

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Data Index: 1113560 (C4 (Web Text))

Max Activating Token Index: 292

Text #7

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Data Index: 1355317 (C4 (Web Text))

Max Activating Token Index: 63

Text #8

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Data Index: 1310320 (C4 (Web Text))

Max Activating Token Index: 509

Text #9

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Data Index: 688230 (C4 (Web Text))

Max Activating Token Index: 690

Text #10

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Data Index: 653837 (C4 (Web Text))

Max Activating Token Index: 735

Text #11

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Data Index: 678959 (C4 (Web Text))

Max Activating Token Index: 173

Text #12

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Data Index: 43515 (C4 (Web Text))

Max Activating Token Index: 899

Text #13

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Data Index: 708272 (C4 (Web Text))

Max Activating Token Index: 407

Text #14

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Data Index: 180848 (C4 (Web Text))

Max Activating Token Index: 923

Text #15

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Data Index: 964781 (C4 (Web Text))

Max Activating Token Index: 371

Text #16

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Data Index: 306341 (C4 (Web Text))

Max Activating Token Index: 649

Text #17

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Data Index: 264000 (C4 (Web Text))

Max Activating Token Index: 590

Text #18

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Data Index: 1028964 (C4 (Web Text))

Max Activating Token Index: 766

Text #19

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Max Act: 0.0764. Min Act: -0.0002

Data Index: 506800 (C4 (Web Text))

Max Activating Token Index: 852