FLUX.1-dev-LoRA One-click Creative Template Open - source Model - Freely Generate Cartoon Creative Photos with Real

FLUX.1 Dev LoRA One Click Creative Template

Developed by Shakker-Labs

A LoRA model trained on FLUX.1-dev for creative photo generation, capable of producing images with realistic photo backgrounds and cartoon illustrations based on text descriptions.

Image Generation EnglishOpen Source License:Other #Photo to Cartoon #Multi-image Fusion Generation #Creative Image Synthesis

Downloads 265

Release Time : 10/10/2024

Model Overview

This model is a LoRA model trained on FLUX.1-dev, specifically designed for generating creative photos. It can produce images featuring four realistic photo backgrounds with a central cartoon illustration based on text prompts, suitable for creative design and artistic projects.

Model Features

One-Click Creative Image Generation

Quickly generate creative images with realistic photo backgrounds and cartoon illustrations through simple text prompts.

LoRA Fine-tuning

Fine-tuned with LoRA on the FLUX.1-dev model to enhance creative image generation capabilities.

Safe Tensors Support

Model weights are provided in safetensors format, ensuring security and compatibility.

Model Capabilities

Text-to-Image Generation

Creative Design

Cartoon Illustration Generation

Use Cases

Creative Design

Personalized Cartoon Avatars

Generate personalized cartoon avatars based on user descriptions, with realistic photo backgrounds.

The generated avatars include four realistic photo backgrounds and a central cartoon illustration.

Artistic Creation

Used for artistic projects to produce unique creative images.

The generated images combine realistic photos with cartoon elements, offering an artistic touch.

🚀 FLUX.1-dev-LoRA-One-Click-Creative-Template

This is a LoRA model trained on FLUX.1-dev for creative photo generation, offering unique image - creation capabilities.

Widget Examples

Input Prompt	Output Image
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.	Link
A panda.The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos.	Link
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.	Link

Model Information

Property	Details
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
Library Name	diffusers

License

This model is released under the [flux - 1 - dev - non - commercial - license](https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md).

🚀 Quick Start

This is a LoRA trained on FLUX.1 - dev by Nvwa_model_studio for creative photos.

Poster

✨ Features

Showcases

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.

💻 Usage Examples

Basic Usage

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, where we provide an online interface to generate images.

Workflow

We also provide an online ComfyUI workflow (Click Run Model) that accepts user - uploaded images to generate images

📄 Acknowledgements

This model is trained by our copyrighted users Nvwa_model_studio. We release this model under permissions.

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