Instructions to use Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template") prompt = "A young man, gold hair, white T-shirt. The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos." image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - stable-diffusion | |
| - lora | |
| - diffusers | |
| - image-generation | |
| - flux | |
| - safetensors | |
| widget: | |
| - text: >- | |
| A young man, gold hair, white T-shirt. The background is 4 real photos, and | |
| in the middle is a cartoon picture summarizing the real photos. | |
| output: | |
| url: images/b4425607370dcaa80717519f157a64436dd92238dc60786639845551.jpg | |
| - text: >- | |
| A panda.The background is 4 real photos, and in the middle is a cartoon | |
| picture summarizing the real photos. | |
| output: | |
| url: images/f2cc649985648e57b9b9b14ca7a8744ac8e50d75b3a334ed4df0f368.jpg | |
| - text: >- | |
| A young girl, red hair, blue dress. The background is 4 real photos, and in | |
| the middle is a cartoon picture summarizing the real photos. | |
| output: | |
| url: images/9104a1e9c1debdb1188c06a5e07bf4a084f0d8005e082f01f8de7c19.jpg | |
| base_model: black-forest-labs/FLUX.1-dev | |
| instance_prompt: >- | |
| The background is 4 real photos, and in the middle is a cartoon picture | |
| summarizing the real photos | |
| license: other | |
| license_name: flux-1-dev-non-commercial-license | |
| license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md | |
| language: | |
| - en | |
| library_name: diffusers | |
| # FLUX.1-dev-LoRA-One-Click-Creative-Template | |
| This is a LoRA trained on FLUX.1-dev by [Nvwa_model_studio](https://www.shakker.ai/userpage/cd65d71ff6a74bbfaaeba0b898dbf856/publish) for creative photos. | |
| <div class="container"> | |
| <img src="./poster.jpeg" width="1024"/> | |
| </div> | |
| ## Showcases | |
| <Gallery /> | |
| ## Trigger words | |
| You should use `The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos.` to trigger the image generation. The recommended scale is `1.0` in diffusers. | |
| ## Inference | |
| ```python | |
| import torch | |
| from diffusers import FluxPipeline | |
| pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16) | |
| pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template", weight_name="FLUX-dev-lora-One-Click-Creative-Template.safetensors") | |
| pipe.fuse_lora(lora_scale=1.0) | |
| pipe.to("cuda") | |
| prompt = "A young girl, red hair, blue dress. The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos." | |
| image = pipe(prompt, | |
| num_inference_steps=24, | |
| guidance_scale=3.5, | |
| width=960, height=1280, | |
| ).images[0] | |
| image.save(f"example.png") | |
| ``` | |
| ## Online Inference | |
| You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/16681dcf76e7447a83731c02eb4f4efe?from=personal_page), where we provide an online interface to generate images. | |
| ## Acknowledgements | |
| This model is trained by our copyrighted users [Nvwa_model_studio](https://www.shakker.ai/userpage/cd65d71ff6a74bbfaaeba0b898dbf856/publish). We release this model under permissions. |