Anime-style-flux-lora-Large Open Source Model - Freely Generate High-Quality Anime-Style Images with Trigger Words

Anime Style Flux Lora Large

Developed by Nishitbaria

An anime-style LoRa adapter trained based on FLUX-1 development version, capable of generating high-quality anime-style images through trigger words

Image Generation EnglishOpen Source License:Other #Anime-style generation #LoRa fine-tuning #Text-to-image

Downloads 686

Release Time : 11/23/2024

Model Overview

This model is a LoRa adapter for text-to-image tasks, specifically designed for generating anime-style images. It is trained on the black-forest-labs/FLUX.1-dev base model and activated by the trigger word 'anm' to produce specific styles.

Model Features

Anime-style generation

Generates images with a unified anime style using the specific trigger word 'anm'

LoRa adapter

As a lightweight adapter, it flexibly adjusts the generation style on the base model

Scene diversity

Capable of handling various anime scenes, including characters, landscapes, and other themes

Model Capabilities

Text-to-image

Anime-style conversion

Scene detail generation

Use Cases

Creative arts

Anime character design

Generates anime character images with specific features based on text descriptions

Examples showcase different styles of anime character generation effects

Anime scene creation

Generates anime-style scenes with specific atmospheres and details

Examples include typical anime scenes such as cherry blossom trees and country roads

🚀 Anime Style Flux Lora Large

This is an Anime Style Flux Lora Large model that can generate high - quality anime - style images. It is trained on Replicate and can be used with the diffusers library.

🚀 Quick Start

This model is trained on Replicate using the following link: https://replicate.com/ostris/flux-dev-lora-trainer/train

✨ Features

Trigger words

You should use anm to trigger the image generation.

Gallery

📦 Installation

This model doesn't have specific installation steps in the original document. However, to use it, you need to set up the relevant environment and install necessary libraries.

💻 Usage Examples

Basic Usage

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('Nishitbaria/Anime-style-flux-lora-Large', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]

📚 Documentation

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

📄 License

License Name: flux - 1 - dev - non - commercial - license
License Link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md

Additional Information

Property	Details
Base Model	black-forest-labs/FLUX.1-dev
Pipeline Tag	text - to - image
Tags	flux, diffusers, lora, replicate

Example Prompts and Outputs

Prompt: an anm young boy sitting under a large sakura tree, wearing traditional festival attire, cherry blossoms gently falling around him, peaceful smile, evening sky with vibrant hues.
- Output: images/example_7y3r4uk1q.png
Prompt: an anm girl wearing a school uniform, standing beside her bicycle at a rural road, gazing up at the sky, full of hope, morning sunlight and dew - covered grass.
- Output: images/example_1l93qqd0r.png
Prompt: an anm quiet residential street at dawn, soft orange sunlight peeking over the rooftops, dew - covered flowers along the roadside, a gentle peaceful mood.
- Output: images/example_0vyad4135.png

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