fix: correct HF Space URL + add health endpoint + frontend retry/warmup UX

feat: implement HQ AI Bridge mode with high-fidelity motion restoration and HF Hub integration

refactor(backend): bulletproof imports for cloud deployment environment

refactor(backend): safely load fastapi lifecycles and strictly route absolute imports

feat: integrated cloud-based diffusion inference module