Dream Factory: Where GPUs Meet Artistic Dreams and Open-source

Hazem Abbas

22 Mar 2024 — 2 min read

Dream Factory is a multi-threaded GUI manager for mass creation of AI-generated art, supporting multiple GPUs.

It's designed for users who want to generate a large volume of AI artwork with minimal hands-on time, and can produce thousands of images daily when run on multiple GPUs. It also allows remote modifications via a web UI.

Features

Based on Stable Diffusion, with support for SD 1.4, SD 1.5, SD 2.0, SD 2.1, and SDXL
Direct support for ControlNet, ADetailer, and Ultimate SD Upscale extensions
Integration with Automatic1111's SD repo
Multi-threaded engine capable of simultaneous, fast management of multiple GPUs
Custom prompt file format for compound prompt templates
Automatic addition of custom model trigger words to prompts
Embedding of prompt and creation settings into output images as EXIF metadata
User-friendly web interface with built-in prompt file editor and gallery
Remote management capabilities
Integration with civitai.com within the prompt editor
Integrated optional ESRGAN upscaling with GFPGAN face correction
Special prompt file type for batch processing of existing images
Easy setup and compatibility with other Stable Diffusion repos through Anaconda

Requirements

You'll need at least one Nvidia GPU, preferably with a decent amount of VRAM. 3GB of VRAM should be enough to produce 512x512 images, but more GPU memory will allow you to create larger images (and/or create them faster).

You'll also need a working Automatic1111 Stable Diffusion webui.

License

MIT License

Resources & Downloads

Source-code download

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