Flux-Dalle-Mix-LoRA Open-Source Image Generation Model - Blending DALL-E Style to Produce Photo-Realistic Images

Flux Dalle Mix LoRA

Developed by prithivMLmods

Experimental text-to-image LoRA model, based on FLUX.1 development version, incorporating DALL-E style, capable of generating photorealistic images

Image Generation Open Source License:Openrail #Photorealistic rendering #Multi-style image generation #Low-noise high fidelity

Downloads 497

Release Time : 11/14/2024

Model Overview

This model is a diffusion-LoRA hybrid currently in training phase, specializing in generating photorealistic images with support for various artistic styles and photographic effects.

Model Features

Multi-style fusion

Combines strengths of DALL-E and FLUX models, supporting realism, photorealism and other styles

High-resolution output

Supports HD image generation at optimal sizes 768x1024 and 1024x1024

Precise parameter control

Offers multiple adjustment options including chaos level, stylization, aspect ratio etc.

Model Capabilities

Photorealistic image generation

Artistic style transfer

3D character rendering

Portrait silhouette creation

Cartoon style generation

Use Cases

Creative design

Portrait photography

Generate character silhouette profiles with vibrant backgrounds to simulate professional photography effects

images/D1.png, images/D2.png

3D character design

Create Pixar/DreamWorks style 3D characters like panda figures with eyepatches

images/D3.png

Art creation

Comic style conversion

Transform descriptions into colored pencil comic-style character images

images/D4.png

🚀 Flux-Dalle-Mix-LoRA [ Experimental Version ]

This is an experimental LoRA model for text-to-image generation. It combines the power of DALL - E and FLUX, aiming to generate high - quality and realistic images. However, it's still in the training phase, and there may be some imperfections.

🚀 Quick Start

You can try this model now by visiting this link.

Code Example for Setup

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/Flux-Dalle-Mix-LoRA"
trigger_word = "dalle-mix"  
pipe.load_lora_weights(lora_repo)

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

✨ Features

Text - to - Image Generation: Generate high - quality and realistic images based on text prompts.
Multiple Styles: Support various styles such as photorealistic, Pixar - like, and caricature.

📚 Documentation

Model description

Model Name: prithivMLmods/Flux-Dalle-Mix-LoRA
Base Model: black-forest-labs/FLUX.1-dev
Instance Prompt: dalle-mix
License: creativeml-openrail-m
New Version: strangerzonehf/Flux-Midjourney-Mix-LoRA

Image Processing Parameters

Parameter	Value
LR Scheduler	constant
Noise Offset	0.03
Optimizer	AdamW
Multires Noise Discount	0.1
Network Dim	64
Network Alpha	32
Epoch	15
Multires Noise Iterations	10
Repeat & Steps	25 & 3700
Save Every N Epochs	1

Labeling: florence2 - en(natural language & English)
Total Images Used for Training: 44 [ Hi - Res ]

Samples form Flux.1 Dev Base & Mixer

prithivMLmods/Flux-Dalle-Mix-LoRA

Description
dalle-mix, Ultra-detailed close-up of a pandas face, styled like a Pixar or DreamWorks character, highlight intricately textured fur for depth, the panda sports a pirate eyepatch, adding a roguish charm, he has a furrowed brow and a smirking mouth, showcasing a cunning and playful demeanor, emphasize crisp details in the facial features, particularly around the expressive eyes and smirking mouth, to bring out the character’s personality, 3D render, --v 6 --style raw --stylize 250 --ar 4:5

Description

dalle-mix, Ultra-detailed close-up of a pandas face, styled like a Pixar or DreamWorks character, highlight intricately textured fur for depth, the panda sports a pirate eyepatch, adding a roguish charm, he has a furrowed brow and a smirking mouth, showcasing a cunning and playful demeanor, emphasize crisp details in the facial features, particularly around the expressive eyes and smirking mouth, to bring out the character’s personality, 3D render, --v 6 --style raw --stylize 250 --ar 4:5

Best Dimensions

768 x 1024 (Best)
1024 x 1024 (Default)

prithivMLmods/Flux-Dalle-Mix-LoRA

Description
dalle-mix, Caricatures pencil drawing, cute woman, mid-20's, color pencils, in the style of Pixar, hilariously funny, exaggerated features, white background --chaos 50 --ar 1:2 --stylize 750

Trigger words

⚠️ Important Note

You should use dalle-mix to trigger the image generation.

Download model

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

📄 License

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

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご