Model: SoLU Model: 8 Layers, 4096 Neurons per Layer

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

Neuron 2000 in Layer 1

Load this data into an Interactive Neuroscope

See Documentation here

Transformer Lens Loading: HookedTransformer.from_pretrained('solu-8l')

Text #0

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0383. Min Act: -0.0003

Data Index: 937681 (C4 (Web Text))

Max Activating Token Index: 400

Text #1

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0388. Min Act: -0.0003

Data Index: 478266 (C4 (Web Text))

Max Activating Token Index: 463

Text #2

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0374. Min Act: -0.0003

Data Index: 626520 (C4 (Web Text))

Max Activating Token Index: 489

Text #3

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0373. Min Act: -0.0003

Data Index: 690874 (C4 (Web Text))

Max Activating Token Index: 927

Text #4

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0371. Min Act: -0.0003

Data Index: 520882 (C4 (Web Text))

Max Activating Token Index: 366

Text #5

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0358. Min Act: -0.0003

Data Index: 14312 (C4 (Web Text))

Max Activating Token Index: 305

Text #6

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0357. Min Act: -0.0003

Data Index: 524289 (C4 (Web Text))

Max Activating Token Index: 120

Text #7

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0346. Min Act: -0.0003

Data Index: 788376 (C4 (Web Text))

Max Activating Token Index: 800

Text #8

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0342. Min Act: -0.0004

Data Index: 100407 (C4 (Web Text))

Max Activating Token Index: 620

Text #9

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0347. Min Act: -0.0003

Data Index: 200776 (C4 (Web Text))

Max Activating Token Index: 413

Text #10

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0338. Min Act: -0.0003

Data Index: 495095 (C4 (Web Text))

Max Activating Token Index: 671

Text #11

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0342. Min Act: -0.0003

Data Index: 1149169 (C4 (Web Text))

Max Activating Token Index: 614

Text #12

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0336. Min Act: -0.0003

Data Index: 610704 (C4 (Web Text))

Max Activating Token Index: 776

Text #13

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0326. Min Act: -0.0003

Data Index: 1047554 (C4 (Web Text))

Max Activating Token Index: 277

Text #14

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0324. Min Act: -0.0003

Data Index: 538566 (C4 (Web Text))

Max Activating Token Index: 202

Text #15

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0331. Min Act: -0.0003

Data Index: 309705 (C4 (Web Text))

Max Activating Token Index: 659

Text #16

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0316. Min Act: -0.0003

Data Index: 1114932 (C4 (Web Text))

Max Activating Token Index: 133

Text #17

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0320. Min Act: -0.0003

Data Index: 58990 (C4 (Web Text))

Max Activating Token Index: 278

Text #18

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0314. Min Act: -0.0003

Data Index: 1007643 (C4 (Web Text))

Max Activating Token Index: 281

Text #19

Max Range: 0.0388. Min Range: -0.0388

Max Act: 0.0301. Min Act: -0.0003

Data Index: 105013 (C4 (Web Text))

Max Activating Token Index: 120