h3's denoising loop emitted no per-step progress at all, and ray wraps relayed worker lines in ANSI color codes the bridge's prefix match never survived — together the UI bar sat at 0 until completion. tqdm on rank 0 (mirroring the shared denoising stage; non-tty refreshes are plain lines ray relays per step) + ANSI strip before matching/feeding.