UI-only mode: update src/eval_scheduler.py

Fix eval countdown to use persisted next_eval_at deadline.

UI: eval countdown bar, refresh leaderboard only on eval complete.

Deploy live 1h benchmark: scheduler, tsfm_bench vendor, latest results.