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cs.LG2026
What Does a Discrete Diffusion Model Learn?
Rodrigo Casado Noguerales, Bernhard Schölkopf, Thomas Hofmann +1
What does a discrete diffusion model learn: a denoiser, a score ratio, or a bridge plug-in predictor? At the level of jump rates, these are one object in different coordinates, and…
cs.LG2026
Scaling Behavior of Discrete Diffusion Language Models
Dimitri von Rütte, Janis Fluri, Omead Pooladzandi +3
Modern LLM pre-training consumes vast amounts of compute and training data, making the scaling behavior, or scaling laws, of different models a key distinguishing factor. Discrete…