Instructions to use Abhishekdurgude/BurnSynthia with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Abhishekdurgude/BurnSynthia with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Abhishekdurgude/BurnSynthia") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Request BurnSynthia checkpoint access
BurnSynthia checkpoints are shared for approved research or educational use only. Do not submit patient-identifiable data, clinical images, private datasets, access tokens, or confidential documents in this request.
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BurnSynthia
BurnSynthia is a LoRA checkpoint for high-resolution synthetic burn image generation with Stable Diffusion v1.5.
The checkpoint is intended for controlled research, prototyping, education, and synthetic data experimentation. It is not a medical device and must not be used for diagnosis, triage, treatment planning, patient monitoring, or autonomous clinical decision-making.
Files
adapter_config.json
adapter_model.safetensors
Download After Approval
After your Hugging Face access request is approved, authenticate and download:
hf auth login
python scripts/download_burnsynthia_checkpoint.py \
--repo_id Abhishekdurgude/BurnSynthia \
--local_dir checkpoints/BurnSynthia
Responsible Use
- Clearly label all generated images as synthetic.
- Do not use generated images as real clinical records.
- Do not use the model for clinical diagnosis, triage, treatment, or monitoring.
- Track provenance whenever synthetic images are used in a dataset.
- Review generated outputs for anatomical and clinical plausibility before using them in experiments.
- Downloads last month
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Model tree for Abhishekdurgude/BurnSynthia
Base model
runwayml/stable-diffusion-v1-5