Models & research
2 min read · Hugging Face Blog
DiScoFormer: One-Pass Density and Score Estimation Transformer
DiScoFormer provides a unified transformer architecture to estimate both probability density and score functions simultaneously. It outperforms kernel density estimation in high-dimensional tasks without requiring per-problem retraining.
Why it matters. Replace brittle kernel density estimation methods with a single, reusable model for generative modeling, Bayesian inference, and scientific computing.