Interactive Training 2: Auditable Control Plane for Live Model Training
The paper proposes a shared, logged interface for changing training runs while they are still running.
Interactive Training 2 lets training apps declare exposed settings and actions, then routes human and automated requests through the same protocol. The training loop validates and applies changes only at safe control points. Its Aim workspace pairs live metrics with controls and a chronological audit trail of requests and outcomes. The authors demonstrate it on five NLP and reinforcement-learning workflows and release code and traces. HF Daily Papers' note
Interactive Training 2 lets training apps declare exposed settings and actions, then routes human and automated requests through the same protocol. The training loop validates and applies changes only at safe control points. Its Aim workspace pairs live metrics with controls and a chronological audit trail of requests and outcomes. The authors demonstrate it on five NLP and reinforcement-learning workflows and release code and traces. HF Daily Papers' note
score 5