FLUX.2 Klein 9B 360 ERP Outpaint LoRA

Examples

Example 1

Input	Output

Example 2

Input	Output

Usage

1. Prepare a 2:1 ERP control image with projected reference images placed on a green canvas.
2. Put the trigger words below at the beginning of your prompt.
3. Add any extra prompt text you want after it.

• The reference image is expected to be projected into ERP from a pinhole view based on its intended panorama placement.
• A UI for this workflow is available as a Gradio app / ComfyUI custom node.
• nomadoor/ComfyUI-Panorama-Stickers

Trigger Word

Recommended Resolution

• Generation: 2048x1024 (2K ERP)
• For panorama use, 2K may still look coarse in some cases, so use upscaling if needed

Notes

• 🚨Distilled models do not produce good results in most cases. I am still looking for a solution, but for now you should use it with the base model.
• Most of the training data is realistic scenery, so non-photoreal domains may be less stable.
• Perfect seam matching is still difficult, and some outputs may benefit from post-processing such as inpainting.

Training Setup

• TRAINING_NOTES.md

Sample Dataset

• samples/

Workflow

• flux-2-klein-9B-360-erp-outpaint.json
• Upsace_Seam-inpainting (WIP)

License

Support