Instructions to use csbowei/ART with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use csbowei/ART with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-Kontext-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("csbowei/ART") prompt = "Turn this cat into a dog" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
Update README.md
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README.md
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base_model: black-forest-labs/FLUX.1-Kontext-dev
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base_model_relation: adapter
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library_name: diffusers
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license:
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tags:
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- lora
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- flux
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journal={arXiv preprint arXiv:2606.31089},
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year={2026}
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}
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```
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base_model: black-forest-labs/FLUX.1-Kontext-dev
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base_model_relation: adapter
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library_name: diffusers
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license: cc-by-nc-sa-4.0
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tags:
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- lora
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- flux
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journal={arXiv preprint arXiv:2606.31089},
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year={2026}
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}
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```
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