| | --- |
| | tags: |
| | - text-to-image |
| | - stable-diffusion |
| | - lora |
| | - diffusers |
| | - image-generation |
| | - flux |
| | - safetensors |
| | widget: |
| | - text: logo,Minimalist,A man stands in front of a door,his shadow forming the word "A", |
| | output: |
| | url: images/01.png |
| | - text: logo,Minimalist,A pair of chopsticks and a bowl of rice with the word "Lee", |
| | output: |
| | url: images/02.png |
| | - text: wablogo,Minimalist,Leaf and cat,logo, |
| | output: |
| | url: images/03.png |
| | base_model: black-forest-labs/FLUX.1-dev |
| | instance_prompt: wablogo, logo, Minimalist |
| | 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 |
| | --- |
| | # FLUX.1-dev-LoRA-Logo-Design |
| |
|
| | This is a LoRA (Logo-Design) trained on FLUX.1-dev by [CJim](https://www.shakker.ai/userpage/b43e5cc7fcd64d2bbde42c6e889267cc/publish) on [Shakker AI](https://www.shakker.ai/modelinfo/0355942f9bd140a99e371ba5731894e8?from=personal_page). |
| | <div class="container"> |
| | <img src="./poster.jpg" width="1024"/> |
| | </div> |
| |
|
| | ## Showcases |
| | <Gallery /> |
| |
|
| |
|
| | ## Trigger words |
| |
|
| | You should use `wablogo, logo, Minimalist` as trigger words. The recommended scale is `0.8` in diffusers. |
| |
|
| | ## Usage suggestion |
| | - Dual Combination: something and something, e.g., cat and coffee, |
| |
|
| | - Font Combination: a shape plus a letter, e.g., a book with the word "M," or The fingerprint pattern consists of the letters "hp," |
| |
|
| | - Text Below Graphic: Below the graphic is the word "coffee," directly using with the word "XX" is also feasible |
| |
|
| | ## 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-Logo-Design", weight_name="FLUX-dev-lora-Logo-Design.safetensors") |
| | pipe.fuse_lora(lora_scale=0.8) |
| | pipe.to("cuda") |
| | |
| | prompt = "logo,Minimalist,A bunch of grapes and a wine glass" |
| | image = pipe(prompt, |
| | num_inference_steps=24, |
| | guidance_scale=3.5, |
| | ).images[0] |
| | image.save(f"example.png") |
| | ``` |
| |
|
| | ## Online Inference |
| |
|
| | You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/0355942f9bd140a99e371ba5731894e8?from=personal_page), where we provide an online interface to generate images. |
| |
|
| |
|
| | ## Acknowledgements |
| | This model is trained by our copyrighted users [CJim](https://www.shakker.ai/userpage/b43e5cc7fcd64d2bbde42c6e889267cc/publish). We release this model under permissions. The model follows [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md). |
| |
|
