SiT (Scalable Interpolant Transformers)

research

Structures found in this family (2)

Dimensional collapse, Linear Direction

By model (2)

SiT-XL/2 · 675M

Dimensional collapse, Linear Direction

SiT-B/2

Dimensional collapse

Observations (2)

Fisher invariant-contamination ratio marks a diffusion model's optimal noise level

A single RFM/AGOP direction per concept steers diffusion at a fraction of guidance cost

Papers

Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles (2026), General and Efficient Steering of Diffusion Models (2026)