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metadata
library_name: diffusers
license: other
license_name: research-use
tags:
  - object-detection
  - bounding-boxes
  - grounding
  - diffusion
  - synthetic-data

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}
}