Model: SoLU Model: 2 Layers, 2048 Neurons per Layer

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

Neuron 2026 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-2l')

Text #0

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0338. Min Act: -0.0003

Data Index: 974301 (C4 (Web Text))

Max Activating Token Index: 300

Text #1

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0333. Min Act: -0.0002

Data Index: 141759 (C4 (Web Text))

Max Activating Token Index: 309

Text #2

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0323. Min Act: -0.0003

Data Index: 779026 (C4 (Web Text))

Max Activating Token Index: 267

Text #3

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0319. Min Act: -0.0002

Data Index: 417778 (C4 (Web Text))

Max Activating Token Index: 631

Text #4

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0327. Min Act: -0.0003

Data Index: 1261206 (C4 (Web Text))

Max Activating Token Index: 290

Text #5

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0315. Min Act: -0.0003

Data Index: 711628 (C4 (Web Text))

Max Activating Token Index: 638

Text #6

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0319. Min Act: -0.0002

Data Index: 784331 (C4 (Web Text))

Max Activating Token Index: 141

Text #7

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0324. Min Act: -0.0003

Data Index: 376515 (C4 (Web Text))

Max Activating Token Index: 654

Text #8

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0314. Min Act: -0.0003

Data Index: 792833 (C4 (Web Text))

Max Activating Token Index: 222

Text #9

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0318. Min Act: -0.0002

Data Index: 1032288 (C4 (Web Text))

Max Activating Token Index: 208

Text #10

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0308. Min Act: -0.0002

Data Index: 157849 (C4 (Web Text))

Max Activating Token Index: 527

Text #11

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0311. Min Act: -0.0002

Data Index: 141775 (C4 (Web Text))

Max Activating Token Index: 209

Text #12

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0308. Min Act: -0.0002

Data Index: 190364 (C4 (Web Text))

Max Activating Token Index: 592

Text #13

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0307. Min Act: -0.0003

Data Index: 398859 (C4 (Web Text))

Max Activating Token Index: 516

Text #14

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0305. Min Act: -0.0003

Data Index: 132349 (C4 (Web Text))

Max Activating Token Index: 1013

Text #15

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0299. Min Act: -0.0003

Data Index: 1072669 (C4 (Web Text))

Max Activating Token Index: 249

Text #16

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0301. Min Act: -0.0004

Data Index: 94537 (C4 (Web Text))

Max Activating Token Index: 962

Text #17

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0303. Min Act: -0.0003

Data Index: 594485 (C4 (Web Text))

Max Activating Token Index: 554

Text #18

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0296. Min Act: -0.0003

Data Index: 1205322 (C4 (Web Text))

Max Activating Token Index: 395

Text #19

Max Range: 0.0338. Min Range: -0.0338

Max Act: 0.0305. Min Act: -0.0003

Data Index: 878296 (C4 (Web Text))

Max Activating Token Index: 701