LoRa-Flux-Anime-Style Open Source Model - Freely Generate High-Quality Anime Character Images

Lora Flux Anime Style

Developed by Nishitbaria

An anime-style LoRa model fine-tuned on the FLUX.1-dev base model for generating high-quality anime character images

Image Generation #Anime Character Generation #LoRa Fine-tuning #Diffusion Model

Downloads 137

Release Time : 11/23/2024

Model Overview

This model is a LoRa adapter based on a diffusion model, specifically designed for generating anime-style character images. Using the trigger word ANMCH, it can generate specific anime-style images such as a girl standing at the edge of a forest.

Model Features

Anime-style Generation

Specifically designed for anime characters, capable of generating images with a distinct artistic style

LoRa Fine-tuning

Fine-tuned using LoRa on the FLUX.1-dev base model, adding specific styles while preserving the base model's capabilities

Trigger Word Control

Use the trigger word ANMCH to generate anime character images with a specific style

Model Capabilities

Anime-style Image Generation

Text-to-Image Conversion

Specific Style Control

Use Cases

Artistic Creation

Anime Character Design

Creating anime character images for games, comics, etc.

Generates anime character images with specific styles

Concept Art

Quickly generating anime-style concept art

Helps artists gain creative inspiration

🚀 Anime-Style

This project is an anime-style text - to - image model. It can generate exquisite anime - style images based on text prompts, capturing the essence of youth and contemplation in the generated images.

🚀 Quick Start

Trigger words

You should use ANMCH to trigger the image generation.

Use it with the 🧨 diffusers library

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('FounderFeed/AnimeChar', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]

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

✨ Features

Text - to - Image: Generate high - quality anime - style images according to text prompts.
LoRA Support: Utilize LoRA technology for more flexible model training and customization.

📦 Installation

The README does not provide specific installation steps, so this section is skipped.

💻 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('FounderFeed/AnimeChar', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]

Advanced Usage

The README does not provide advanced usage examples, so this part is not expanded.

📚 Documentation

Model description

This model is an anime - style text - to - image model. It is based on the "black - forest - labs/FLUX.1 - dev" base model and trained on Replicate using https://replicate.com/ostris/flux - dev - lora - trainer/train.

Trigger words

You should use ANMCH to trigger the image generation.

Download model

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

📄 License

The model uses the "flux - 1 - dev - non - commercial - license". You can view the detailed license information at https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md

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