Dream Factory: Where GPUs Meet Artistic Dreams and Open-source
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
GitHub - rbbrdckybk/dream-factory: Multi-threaded GUI manager for mass creation of AI-generated art with support for multiple GPUs.
Multi-threaded GUI manager for mass creation of AI-generated art with support for multiple GPUs. - rbbrdckybk/dream-factory
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