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Running on Zero
| 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](https://huggingface.co/black-forest-labs/FLUX.1-dev) | |
| - **LoRA adapter:** [Bruece/FLUX.1-dev-CMO](https://huggingface.co/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](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md). |