Link the vision demo

Shorter GPU reservation (more free runs per visitor); first-run and quota note

English-first page: English glosses for Chinese answers; separate EN / ZH example groups

Side-talk question in the Chinese table only

Default table: is this addressed to the assistant?

32B-Para, n_perm 1; calmer Chinese example clips

Polyphase resampling (no aliasing); n_perm switch for tests

Switch to DuplexJev-32B-Para on a full ZeroGPU card; average option orders

theme on Blocks (gradio 5)

DuplexJev ZeroGPU demo (4B-Para)