FLUX.1-dev-LoRA-Logo-Design

FLUX.1-dev-LoRA-Logo-Design

This is a LoRA (Logo-Design) trained on FLUX.1-dev by CJim on Shakker AI.

<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

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, where we provide an online interface to generate images.

Acknowledgements

This model is trained by our copyrighted users CJim. We release this model under permissions. The model follows flux-1-dev-non-commercial-license.