Minimal-Futuristic-Flux-LoRA Open-Source Text-to-Image Model - Freely Create Minimalist Futuristic Artworks

Minimal Futuristic Flux LoRA

Developed by prithivMLmods

A text-to-image diffusion model based on LoRA technology, specializing in minimalist futurism style art creation.

Image Generation Open Source License:Openrail #Minimalist Futurism Style #High Contrast Colors #Digital Art Generation

Downloads 21

Release Time : 11/3/2024

Model Overview

This model is a LoRA adapter trained on the FLUX.1-dev base model, capable of generating images with minimalist futurism style based on text descriptions.

Model Features

Minimalist Futurism Style

Optimized specifically for minimalist futurism art style, capable of generating images with striking contrasts and geometric aesthetics.

LoRA Fine-tuning

Utilizes LoRA technology for lightweight fine-tuning of the base model, enhancing specific style performance while maintaining model flexibility.

High Contrast Colors

Excels at handling high-contrast color combinations, especially the pairing of gray/black backgrounds with bright accents.

Model Capabilities

Text-to-Image Generation

Art Style Transfer

High-Resolution Image Generation

Use Cases

Digital Art Creation

Minimalist Futurism Concept Art

Creating concept art with minimalist futurism style for games or films

Generates concept artworks with geometric beauty and high contrast

Graphic Design Elements

Generating stylized visual elements for graphic design projects

Produces unique visual elements suitable for posters, covers, and other designs

🚀 Minimal-Futuristic-Flux-LoRA

This LoRA model is designed for text-to-image generation, offering unique minimal and futuristic styles. Currently in the training phase, it has specific image processing parameters and usage requirements.

🚀 Quick Start

Setting Up

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/Minimal-Futuristic-Flux-LoRA"
trigger_word = "Minimal Futuristic"  
pipe.load_lora_weights(lora_repo)

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

✨ Features

Text-to-Image Generation: Generate images based on text prompts with a minimal and futuristic style.
LoRA Integration: Works with the base model black-forest-labs/FLUX.1-dev through LoRA weights.

📦 Installation

The setup code is as follows:

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/Minimal-Futuristic-Flux-LoRA"
trigger_word = "Minimal Futuristic"  
pipe.load_lora_weights(lora_repo)

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

📚 Documentation

Model description

prithivMLmods/Minimal-Futuristic-Flux-LoRA

Image Processing Parameters

Parameter	Value	Parameter	Value
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	25 & 2.7K
Epoch	14	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 20 [ Hi-RES ]

Best Dimensions

1024 x 1024 (Default)

Data source

https://playground.com/

Trigger words

You should use Minimal Futuristic 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 creativeml-openrail-m.

⚠️ 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.

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