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Introduction
The Pornworks Real Porn V03 SDXL model is a text-to-image diffusion model designed to generate realistic and photorealistic images based on textual descriptions. It leverages the Stable Diffusion XL pipeline for high-quality image synthesis.
Architecture
This model is built using the diffusers
library, focusing on the StableDiffusionXLPipeline
. It supports generating photorealistic images and is compatible with various inference endpoints.
Training
The model is trained using a dataset that emphasizes realistic and photorealistic image outputs. It is fine-tuned for generating images that accurately reflect the textual prompts provided to it.
Guide: Running Locally
To run the model locally, follow these steps:
- Setup Environment: Ensure you have Python installed, along with the necessary libraries such as
diffusers
. - Download Model: Clone the model repository from Hugging Face to access the trained model files.
- Load Model: Use the
diffusers
library to load the model and set up the Stable Diffusion XL pipeline. - Generate Images: Provide textual prompts to the pipeline and generate images.
For optimal performance, it is recommended to use cloud GPUs, such as those provided by AWS, Google Cloud, or Azure, to handle the computational load of image generation.
License
This model is licensed under CreativeML Open RAIL-M, which allows for open access and usage with some restrictions aimed at ensuring ethical use.