Scaling Group Inference for Diverse and High-Quality Generation

Daniil Ostashev

Kuan-Chieh (Jackson) Wang

Srinivasa Narasimhan

Carnegie Mellon University

Snap Research

DEMO: Text-to-Image Group Inference with FLUX.1-Schnell

Prompt

Input Image

Tips:

Try out the (cached) examples below first!
Higher lambda → more diverse outputs (no added runtime cost)
Lower lambda → improved quality and text-adherence (no added runtime cost)
More starting candidates → better quality and diversity (slower runtime)

Group Inference

Examples

Prompt								Input Image