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

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

Neuron 512 in Layer 2

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

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Max Act: 0.0321. Min Act: -0.0005

Data Index: 415192 (C4 (Web Text))

Max Activating Token Index: 772

Text #1

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Max Act: 0.0304. Min Act: -0.0005

Data Index: 250480 (C4 (Web Text))

Max Activating Token Index: 436

Text #2

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Max Act: 0.0313. Min Act: -0.0005

Data Index: 447156 (C4 (Web Text))

Max Activating Token Index: 461

Text #3

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Max Act: 0.0312. Min Act: -0.0005

Data Index: 1264215 (C4 (Web Text))

Max Activating Token Index: 161

Text #4

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Max Act: 0.0305. Min Act: -0.0005

Data Index: 725628 (C4 (Web Text))

Max Activating Token Index: 228

Text #5

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Max Act: 0.0289. Min Act: -0.0005

Data Index: 1098114 (C4 (Web Text))

Max Activating Token Index: 35

Text #6

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Max Act: 0.0287. Min Act: -0.0005

Data Index: 34557 (C4 (Web Text))

Max Activating Token Index: 694

Text #7

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Data Index: 1019959 (C4 (Web Text))

Max Activating Token Index: 823

Text #8

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Data Index: 769228 (C4 (Web Text))

Max Activating Token Index: 139

Text #9

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Data Index: 816522 (C4 (Web Text))

Max Activating Token Index: 936

Text #10

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Data Index: 58891 (C4 (Web Text))

Max Activating Token Index: 397

Text #11

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Max Activating Token Index: 788

Text #12

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Data Index: 1289787 (C4 (Web Text))

Max Activating Token Index: 167

Text #13

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Data Index: 252361 (C4 (Web Text))

Max Activating Token Index: 840

Text #14

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Max Activating Token Index: 909

Text #15

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Max Activating Token Index: 840

Text #16

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Data Index: 25521 (C4 (Web Text))

Max Activating Token Index: 529

Text #17

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Data Index: 721137 (C4 (Web Text))

Max Activating Token Index: 260

Text #18

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Data Index: 742528 (C4 (Web Text))

Max Activating Token Index: 532

Text #19

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Max Act: 0.0283. Min Act: -0.0005

Data Index: 264739 (C4 (Web Text))

Max Activating Token Index: 834