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Hugging Face AI Updates: June 30, 2026

hugging-face transformers density-estimation allenai research

1. DiScoFormer: One Transformer for Density and Score Across Distributions

Hugging Face. A post on the Hugging Face blog from AllenAI introduced DiScoFormer, a transformer that estimates both the density and the score of a data distribution in a single forward pass without retraining per dataset. The authors frame attention as a strict generalization of classical kernel density estimation, and report that the method outperforms traditional KDE significantly, especially in high dimensions. Source