Final live AMD GPU integration, audit fix

Complete module fix: binary-only, restore proof, clean structure

Phase 2: SSE streaming, asymmetric rehydration, fine-tuning trigger

Fix module structure: use library crate correctly

Final ROCm-ready: real inference, orchestrator, proof, polished UI, HIP comments

Add health check endpoint and fix port

Deploy RustVital-AMD to HF Space