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

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

Neuron 2018 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

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

Text #0

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0240. Min Act: -0.0006

Data Index: 174804 (C4 (Web Text))

Max Activating Token Index: 507

Text #1

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0237. Min Act: -0.0006

Data Index: 890152 (C4 (Web Text))

Max Activating Token Index: 396

Text #2

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0241. Min Act: -0.0006

Data Index: 1113455 (C4 (Web Text))

Max Activating Token Index: 1020

Text #3

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0236. Min Act: -0.0006

Data Index: 387230 (C4 (Web Text))

Max Activating Token Index: 512

Text #4

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0226. Min Act: -0.0006

Data Index: 1170905 (C4 (Web Text))

Max Activating Token Index: 327

Text #5

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0219. Min Act: -0.0006

Data Index: 855308 (C4 (Web Text))

Max Activating Token Index: 423

Text #6

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Max Act: 0.0222. Min Act: -0.0006

Data Index: 618417 (C4 (Web Text))

Max Activating Token Index: 402

Text #7

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Max Act: 0.0215. Min Act: -0.0006

Data Index: 378296 (C4 (Web Text))

Max Activating Token Index: 142

Text #8

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Max Act: 0.0211. Min Act: -0.0006

Data Index: 593045 (C4 (Web Text))

Max Activating Token Index: 692

Text #9

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0206. Min Act: -0.0006

Data Index: 1319589 (C4 (Web Text))

Max Activating Token Index: 938

Text #10

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Max Act: 0.0206. Min Act: -0.0006

Data Index: 137977 (C4 (Web Text))

Max Activating Token Index: 821

Text #11

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Max Act: 0.0206. Min Act: -0.0006

Data Index: 548622 (C4 (Web Text))

Max Activating Token Index: 604

Text #12

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Max Act: 0.0211. Min Act: -0.0006

Data Index: 1167845 (C4 (Web Text))

Max Activating Token Index: 655

Text #13

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Max Act: 0.0210. Min Act: -0.0006

Data Index: 537417 (C4 (Web Text))

Max Activating Token Index: 555

Text #14

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Max Act: 0.0210. Min Act: -0.0006

Data Index: 407466 (C4 (Web Text))

Max Activating Token Index: 387

Text #15

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Data Index: 1192556 (C4 (Web Text))

Max Activating Token Index: 74

Text #16

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Max Act: 0.0214. Min Act: -0.0006

Data Index: 731892 (C4 (Web Text))

Max Activating Token Index: 439

Text #17

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Max Act: 0.0202. Min Act: -0.0006

Data Index: 1118002 (C4 (Web Text))

Max Activating Token Index: 354

Text #18

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Max Act: 0.0205. Min Act: -0.0006

Data Index: 31726 (C4 (Web Text))

Max Activating Token Index: 340

Text #19

Max Range: 0.0241. Min Range: -0.0241

Max Act: 0.0206. Min Act: -0.0006

Data Index: 962323 (C4 (Web Text))

Max Activating Token Index: 127