README.md

metadata

title: FLUX.1-dev CMO Compositional
emoji: 🎨
colorFrom: gray
colorTo: purple
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
short_description: FLUX.1-dev fine-tuned with CMO for compositional generation
python_version: '3.12'
startup_duration_timeout: 30m

FLUX.1-dev CMO — Compositional Text-to-Image

This Space demonstrates Correlation-Weighted Multi-Reward Optimization (CMO) applied to FLUX.1-dev. CMO improves compositional text-to-image generation by analyzing the correlation structure among concept-wise rewards (object existence, attributes, numeracy, size, spatial relations) and adaptively weighting conflicting concepts during training.

Model

• Base: black-forest-labs/FLUX.1-dev
• LoRA adapter: Bruece/FLUX.1-dev-CMO

Usage

Enter a compositional prompt (e.g. "A red apple is on the left of the yellow banana") and click Run. The model is loaded in bfloat16 with a tiny VAE for fast preview.

License

FLUX.1-dev carries a non-commercial license. See LICENSE.