Flux Dev Real Anime LoRA

🚀 Flux-Dev-Real-Anime-LoRA

This is a LoRA model for text-to-image generation, which can generate real - anime style images. It is still in the training phase and may have some performance issues.

🚀 Quick Start

📦 Installation

To use this model, you need to set up the environment first. Here is the sample code for setting up:

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-Dev-Real-Anime-LoRA"
trigger_word = "Real Anime"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

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

💻 Usage Examples

🔨 Basic Usage

You can use the following code to run the Gradio app:

import gradio as gr

gr.load("prithivMLmods/Flux-Dev-Real-Anime-LoRA").launch()

🔨 Advanced Usage

Here is an example of using FastAPI to integrate the model:

from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
import gradio as gr

def image_generator(prompt):
    pass

interface = gr.Interface(fn=image_generator, inputs="text", outputs="image")
app = FastAPI()

app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],  
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

app = gr.mount_gradio_app(app, interface, path="/")

📚 Documentation

📁 App File Structure

The main file structure of the application is as follows:

/project-root/
│
├── .gitattributes         
├── README.md      
├── app.py             
├── pythonproject.py     

🪄 Trigger words

You should use the trigger word Real Anime to generate relevant images.

⬇️ Download model

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

📄 License

This model is licensed under creativeml-openrail-m.

⚠️ 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.