When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs
DGX agentarXiv:2606.24119v1 Announce Type: cross Abstract: Discrete diffusion language model (DLM) fine-tuning inherits inexpensive diagnostics from denoising-time confidence monitors, but their PEFT-training