breaknet

SDXL ControlNet trained for grounded image generation from bounding-box conditioning.

Released by Breakpoint AI as part of open-sourcing the company's research artifacts.

Training data	BreakpointAI/breakpoint-grounding-55m
Checkpoint step	140,000
Training run	not recorded

Contents

Path	Size	What it is
controlnet/	5.0 GB	ControlNet weights

Inference weights only. Optimizer, LR scheduler, RNG and dataloader state were not uploaded, so this checkpoint cannot be used to resume training.

Citation

@misc{breakpoint_breaknet,
  title  = {breaknet},
  author = {Wang, Franklin and Zhong, Desmond and Murdoch, Jamie},
  year   = {2026},
  url    = {https://huggingface.co/BreakpointAI/breaknet}
}