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

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

Neuron 3038 in Layer 2

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: 0.0898. Min Act: -0.0002

Data Index: 187890 (C4 (Web Text))

Max Activating Token Index: 73

Text #1

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Max Act: 0.0834. Min Act: -0.0002

Data Index: 778067 (C4 (Web Text))

Max Activating Token Index: 263

Text #2

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Max Act: 0.0836. Min Act: -0.0002

Data Index: 434820 (C4 (Web Text))

Max Activating Token Index: 525

Text #3

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Max Act: 0.0732. Min Act: -0.0002

Data Index: 800561 (C4 (Web Text))

Max Activating Token Index: 614

Text #4

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Max Act: 0.0722. Min Act: -0.0002

Data Index: 649841 (C4 (Web Text))

Max Activating Token Index: 1002

Text #5

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Max Act: 0.0755. Min Act: -0.0002

Data Index: 391717 (C4 (Web Text))

Max Activating Token Index: 835

Text #6

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Data Index: 755770 (C4 (Web Text))

Max Activating Token Index: 759

Text #7

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Data Index: 348999 (C4 (Web Text))

Max Activating Token Index: 1018

Text #8

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Data Index: 44210 (C4 (Web Text))

Max Activating Token Index: 594

Text #9

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Max Act: 0.0705. Min Act: -0.0002

Data Index: 406985 (C4 (Web Text))

Max Activating Token Index: 538

Text #10

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Data Index: 183434 (C4 (Web Text))

Max Activating Token Index: 148

Text #11

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Data Index: 537545 (C4 (Web Text))

Max Activating Token Index: 281

Text #12

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Data Index: 575546 (C4 (Web Text))

Max Activating Token Index: 155

Text #13

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Max Act: 0.0635. Min Act: -0.0002

Data Index: 158880 (C4 (Web Text))

Max Activating Token Index: 660

Text #14

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Data Index: 216569 (C4 (Web Text))

Max Activating Token Index: 282

Text #15

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Data Index: 1045058 (C4 (Web Text))

Max Activating Token Index: 868

Text #16

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Data Index: 275862 (C4 (Web Text))

Max Activating Token Index: 203

Text #17

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Data Index: 878111 (C4 (Web Text))

Max Activating Token Index: 708

Text #18

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Data Index: 1183274 (C4 (Web Text))

Max Activating Token Index: 636

Text #19

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Max Act: 0.0696. Min Act: -0.0002

Data Index: 1259422 (C4 (Web Text))

Max Activating Token Index: 80