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

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

Neuron 637 in Layer 5

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

Text #0

Max Range: 1.5054. Min Range: -1.5054

Max Act: 1.5054. Min Act: -0.0001

Data Index: 343305 (C4 (Web Text))

Max Activating Token Index: 780

Text #1

Max Range: 1.5054. Min Range: -1.5054

Max Act: 1.4134. Min Act: -0.0001

Data Index: 277655 (C4 (Web Text))

Max Activating Token Index: 1019

Text #2

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Max Act: 1.2776. Min Act: -0.0001

Data Index: 1401238 (Python Code)

Max Activating Token Index: 834

Text #3

Max Range: 1.5054. Min Range: -1.5054

Max Act: 1.2822. Min Act: -0.0001

Data Index: 518390 (C4 (Web Text))

Max Activating Token Index: 908

Text #4

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Max Act: 1.2898. Min Act: -0.0001

Data Index: 861015 (C4 (Web Text))

Max Activating Token Index: 671

Text #5

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Max Act: 1.1806. Min Act: -0.0001

Data Index: 657117 (C4 (Web Text))

Max Activating Token Index: 389

Text #6

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Data Index: 866853 (C4 (Web Text))

Max Activating Token Index: 736

Text #7

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Max Act: 1.1480. Min Act: -0.0001

Data Index: 310683 (C4 (Web Text))

Max Activating Token Index: 373

Text #8

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Data Index: 1001736 (C4 (Web Text))

Max Activating Token Index: 366

Text #9

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Data Index: 970555 (C4 (Web Text))

Max Activating Token Index: 855

Text #10

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Max Activating Token Index: 681

Text #11

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Data Index: 774985 (C4 (Web Text))

Max Activating Token Index: 585

Text #12

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Data Index: 239617 (C4 (Web Text))

Max Activating Token Index: 187

Text #13

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Data Index: 387564 (C4 (Web Text))

Max Activating Token Index: 786

Text #14

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Data Index: 94960 (C4 (Web Text))

Max Activating Token Index: 403

Text #15

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Data Index: 31752 (C4 (Web Text))

Max Activating Token Index: 692

Text #16

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Data Index: 480643 (C4 (Web Text))

Max Activating Token Index: 499

Text #17

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Data Index: 1034676 (C4 (Web Text))

Max Activating Token Index: 893

Text #18

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Data Index: 697785 (C4 (Web Text))

Max Activating Token Index: 225

Text #19

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Max Act: 1.0217. Min Act: -0.0001

Data Index: 723592 (C4 (Web Text))

Max Activating Token Index: 802