Text To Image

🚀 SDXL LoRA Fine-tuning - ZB-Tech/Text-To-Image

This project offers ZB-Tech's LoRA adaption weights for text-to-image generation based on the StableDiffusion XL model, enabling users to generate high - quality images from text descriptions.

🚀 Quick Start

Basic Usage

import requests

API_URL = "https://api-inference.huggingface.co/models/ZB-Tech/Text-to-Image"
headers = {"Authorization": "Bearer HF_API_KEY"}

def query(payload):
    response = requests.post(API_URL, headers=headers, json=payload)
    return response.content
image_bytes = query({
    "inputs": "Astronaut riding a horse",
})
# You can access the image with PIL.Image for example
import io
from PIL import Image
image = Image.open(io.BytesIO(image_bytes))

✨ Features

• Text-to-Image Generation: Generate images based on text descriptions.
• LoRA Adaptation: Use LoRA weights for fine - tuning the StableDiffusion XL base model.
• Special VAE: Employ the madebyollin/sdxl-vae-fp16-fix VAE for training.

📚 Documentation

Model description

These are ZB-Tech/Text-to-Image LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. LoRA for the text encoder was enabled: False. Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.

Download model

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

📄 License

The model is licensed under the OpenRail++.