Scaling with Collapse: Efficient and Predictable Training of LLM Families - Bergsma, Shane; Zhang, Bin; Dey, Nolan; Muhammad, Shaheer; Gosal, Gurpreet; Hestness, Joel (International Conference on Learning Representations, 2026)