Interactive Training 2: Auditable Control Plane for Live Model Training
Interactive Training 2 is an open-source control plane designed to steer live model training runs through a shared protocol. It allows both humans and automated controllers to submit requests, which are validated and applied at safe control points during training. The system features a customized Aim workspace that integrates live metrics, controls, and a chronological record of requests and outcomes. Demonstrations were conducted across five NLP and reinforcement-learning workflows.
Why it matters: This system offers a reusable and auditable foundation for human- and agent-guided training, potentially enhancing transparency and control in live model training processes.
Full story at: arXiv Machine Learning ↗