Ton618-Only-Stickers-Flux-LoRA Open Source Model - Freely Generate High-Quality Sticker-Style Images

Ton618 Only Stickers Flux LoRA

Developed by prithivMLmods

LoRA model fine-tuned based on Flux.1 development version, specializing in generating high-quality sticker-style images

Image Generation Open Source License:Openrail #Sticker Style Generation #LoRA Fine-tuned Diffusion Model #Commercial Design Applications

Downloads 54

Release Time : 11/2/2024

Model Overview

This model optimizes the base diffusion model through LoRA fine-tuning technology, specifically designed for generating various styles of sticker images to support diverse creative design needs

Model Features

Sticker Style Specialization

Specially optimized for generating various styles of sticker images while maintaining a consistent visual style

LoRA Fine-tuning Technology

Utilizes LoRA (Low-Rank Adaptation) technology for efficient fine-tuning of the base model

Trigger Word Control

Uses 'sticker only' as a trigger word to ensure generated results meet sticker style requirements

Model Capabilities

Text-to-Image Generation

Sticker Style Image Generation

Creative Design Support

Use Cases

Creative Design

Brand Sticker Design

Design unique brand stickers for businesses or products

Can generate customized stickers with brand elements

Social Media Stickers

Create featured stickers for social media platforms

Generate fun stickers suitable for social sharing

🚀 Ton618-Only-Stickers-Flux-LoRA

This is a LoRA model for text-to-image generation, specialized in creating sticker-style images. It is based on the black-forest-labs/FLUX.1-dev base model and is still in the training phase.

🚀 Quick Start

Installation

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Ton618-Only-Stickers-Flux-LoRA"
trigger_word = "Only Sticker"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Usage

You should use Only Sticker to trigger the image generation. For example, you can input a prompt like "Only Sticker, A sticker of a potted monstera plant on a white background with small leaves and flowers around it. The text below says, “Let’s grow together.”"

✨ Features

Specialized in generating sticker-style images.
Based on the black-forest-labs/FLUX.1-dev base model.

📚 Documentation

Model description

prithivMLmods/Ton618-Only-Stickers-Flux-LoRA

Image Processing Parameters

Property	Details	Property	Details
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	24 & 2.9K
Epoch	15	Save Every N Epochs	1

Labeling: florence2 - en(natural language & English)

Total Images Used for Training: 15 [Hi - RES]

Best Dimensions

1024 x 1024 (Default)
768 x 1024

Sample 1024 x 1024

prithivMLmods/Ton618-Only-Stickers-Flux-LoRA

Prompt
A sticker of a potted monstera plant on a white background with small leaves and flowers around it. The text below says, “Let’s grow together.”

Data source

https://playground.com/

Trigger words

You should use Only Sticker to trigger the image generation.

Download model

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

📄 License

This model is licensed under the creativeml - openrail - m license.

⚠️ Important Note

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

💡 Usage Tip

The model is available here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

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