Flux-Animeo-v1-LoRA Open Source Model - Free Deployment to Generate Exquisite Anime-style Images

Flux Animeo V1 LoRA

Developed by strangerzonehf

LoRA fine-tuned model based on FLUX.1-dev, specializing in anime-style image generation

Image Generation Open Source License:Apache-2.0 #Anime-style generation #LoRA fine-tuning #High-resolution images

Downloads 983

Release Time : 11/15/2024

Model Overview

This model is a LoRA fine-tuned version of black-forest-labs/FLUX.1-dev, specifically designed for generating high-quality anime-style images. Using the trigger word 'Animeo' can generate various anime character images.

Model Features

Anime-style optimization

Specially optimized for anime character generation, capable of producing detailed anime characters

LoRA fine-tuning

Uses LoRA technology for lightweight fine-tuning of the base model, improving performance in specific domains while maintaining flexibility

Trigger word control

Using 'Animeo' as a trigger word ensures stable generation of expected anime-style images

Multi-resolution support

Supports various output resolutions including 768×1024 and 1024×1024

Model Capabilities

Anime character generation

Text-to-image conversion

Stylized image generation

Use Cases

Anime creation

Anime character design

Generates anime characters of various styles based on text descriptions

Can generate anime characters with specific hair colors, outfits, and expressions

Anime scene creation

Generates complete anime scenes with backgrounds

Can produce coherent scenes with characters and backgrounds

Concept art

Character concept design

Quickly generates character concept sketches

Helps artists rapidly conceptualize and iterate character designs

🚀 Flux-Animeo-v1-LoRA

This is a LoRA model for text - to - image generation, which can generate high - quality anime - style images based on text prompts.

🚀 Quick Start

Installation and 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 = "strangerzonehf/Flux-Animeo-v1-LoRA"
trigger_word = "Animeo"  
pipe.load_lora_weights(lora_repo)

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

Trigger Words

You should use Animeo to trigger the image generation.

✨ Features

Anime - Style Image Generation: Generate high - quality anime - style images based on text prompts.
LoRA Integration: Based on the LoRA technology, it can be easily integrated with the base model.

📦 Installation

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

💻 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 = "strangerzonehf/Flux-Animeo-v1-LoRA"
trigger_word = "Animeo"  
pipe.load_lora_weights(lora_repo)

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

# Generate an image
prompt = f"{trigger_word}, An animated image of a man with blonde hair and blue eyes. He is wearing a purple hoodie with a hoodie underneath. His arms are crossed over his chest and he is sitting on a black bench. Behind him is a green wall and behind the wall are a row of skyscrapers. The sky is blue with a few white clouds."
image = pipe(prompt).images[0]
image.save("generated_image.png")

📚 Documentation

Model description

Image Processing Parameters

Parameter	Details
LR Scheduler	constant
Noise Offset	0.03
Optimizer	AdamW
Multires Noise Discount	0.1
Network Dim	64
Network Alpha	32
Epoch	22
Multires Noise Iterations	10
Repeat & Steps	35 & 4700
Save Every N Epochs	1

Labeling: florence2 - en(natural language & English)

Total Images Used for Training: 50 [ 10@5 ] [ Hi - Res ]

Best Dimensions

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

📄 License

This model is licensed under the apache - 2.0 license.

strangerzonehf/Flux-Animeo-v1-LoRA

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