OpenESM: Energy-Steered Models Are Scalable Foundation Learners

Energy-based models have shown promising properties for domain-specific tasks but remain challenging in modeling general-purpose scenarios. To bridge this gap, we design energy-steered models (ESMs) for foundational lan…