Red-Undersea-Flux-LoRA Open Source Model - Free to Generate Gorgeous Red Undersea Theme Images

Red Undersea Flux LoRA

Developed by prithivMLmods

This is a text-to-image diffusion model based on LoRA (Low-Rank Adaptation) technology, specializing in generating red undersea themed images.

Image Generation Open Source License:Openrail #Red theme image generation #LoRA low-rank adaptation #Neon glow style

Downloads 38

Release Time : 11/7/2024

Model Overview

This model is a text-to-image diffusion model fine-tuned with LoRA technology, specifically designed for generating red undersea themed images. The model is trained on the black-forest-labs/FLUX.1-dev base model and supports generating images at 1024x1024 resolution.

Model Features

Red Theme Specialization

Image generation capability specifically optimized for red undersea scenes

LoRA Fine-tuning

Efficient fine-tuning of base model using low-rank adaptation technology

High-Resolution Output

Supports generating high-quality images at 1024x1024 resolution

Model Capabilities

Text-to-image generation

Specific style image generation

High-resolution image generation

Use Cases

Creative Design

Red Undersea Scene Creation

Generate creative images featuring red undersea characteristics

Can generate red undersea scenes containing specific elements (such as whirlpools, schools of fish, etc.)

Concept Art Creation

Create red undersea themed concept art for games or films

Can generate ethereal and hauntingly beautiful characters or scenes

Digital Art

Neon Style Art

Generate red undersea images with glowing neon style

Can generate images with intertwined deep cyan and red neon effects

🚀 Red-Undersea-Flux-LoRA

This is a text-to-image LoRA model that can generate images themed around "Red Undersea". It's currently in the training phase, and the current version may have some artifacts and performance issues.

🚀 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/Red-Undersea-Flux-LoRA"
trigger_word = "Red Undersea"  
pipe.load_lora_weights(lora_repo)

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

Usage

You should use Red Undersea to trigger the image generation.

✨ Features

Themed Image Generation: Generate images with a "Red Undersea" theme.
LoRA Integration: Based on the LoRA technology, it can be easily integrated with the base model.

📦 Installation

The installation steps are included in the Quick Start section above.

💻 Usage Examples

Basic Usage

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/Red-Undersea-Flux-LoRA"
trigger_word = "Red Undersea"  
pipe.load_lora_weights(lora_repo)

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

# Generate an image
prompt = "Red Undersea, An eye-level perspective of a 3D image of a Burger. The Burger is in the center of the image, with the Burger on the right side of the frame and the Burger on the left side. There is a blue swirl in the top left corner, and white swirls on the top right corner. There are red swirls in the bottom left corner. The background is a deep blue, and there are small white dots in the middle of the blue swirls. In the bottom right corner, there is a black surface."
image = pipe(prompt).images[0]
image.save("output.png")

📚 Documentation

Model description

prithivMLmods/Red-Undersea-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	23 & 2600
Epoch	12	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 13 [ Hi-RES ]

Best Dimensions

1024 x 1024 (Default)

Data source

https://freeflo.ai/

Trigger words

You should use Red Undersea 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

Use the trigger word Red Undersea to get the themed images.

Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

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