Dvorson / mac_m1_coreml_stable_diffusion_flask_api

API server for CoreMl Stable Diffusion

API server for CoreMl Stable Diffusion

This is Stable Diffusion CoreML version, working on Mac M series processors with Flask API
The original implementation of CoreML Stable Diffusion by Apple

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Table of Contents

1. Getting Started
   • Prerequisites
   • Installation
2. Usage

Getting Started

Prerequisites

First you need to download a model with download_model.py

python3 download_model.py

If you choose non-default model - make sure that model_version, repo_id and mlpackages_dir match between download_model.py and flask_api.py More on models in the original docs

Installation

1. Clone the repo

   git clone https://github.com/dvorson/mac_m1_coreml_stable_diffusion_flask_api.git

2. Create virtual env

   python3 -m venv /path/to/new/virtual/environment

3. Install python packages

   pip3 install -r requirements.txt

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Usage

When a server is up, send a POST request to localhost:3000/app/inference with the prompt payload:

{
    "prompt": "a painting of a spaceship by basquiat, intricate detail"
}

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