draw-things-cli

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  "desc": "Local inference and LoRA training CLI for Draw Things",
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  "full_name": "draw-things-cli",
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  "github_last_commit_at": "2026-06-15T22:24:35Z",
  "github_readme_excerpt": "# Draw Things Community\n\nThis is a community repository that maintains public-facing code that runs [the Draw Things app](https://apps.apple.com/us/app/draw-things-ai-generation/id6444050820).\n\nCurrently, it contains the source code for our re-implementation of image generation models, samplers, data models, trainer within the app. Over time, as we move more core functionalities into separate libraries, this repository will grow.\n\n# Contributions\n\nWhile we expect the development to be mainly carried out by us, we welcome contributions from the community. We require a Contributor License Agreement to make this more manageable. If you prefer not to sign the CLA, you\u0027re still welcome to fork this repository and contribute in your own way.\n\n# Roadmap and Repository Sync\n\nThe Draw Things app is managed through a private mono-repository. We do per-commit sync with the community repository in both ways. Thus, internal implemented features would be \"leaked\" to the community repository from time to time and it is expected.\n\nThat being said, we don\u0027t plan to publish roadmap for internal mono-repository. Whether we would like to publish roadmap for public community repository would require further deliberation and feedback from the community.\n\n# Quick Start with Swift Package Manager on macOS\n\nIf you want to build the SwiftPM `gRPCServerCLI` target locally, you can build it with:\n\n```bash\nswift build --target gRPCServerCLI\n```\n\nTo run the CLI with SwiftPM, use the executable name form (not `--target`):\n\n```bash\nswift run -c release gRPCServerCLI /path/to/models\n```\n\nYou can also inspect CLI options with:\n\n```bash\nswift run -c release gRPCServerCLI --help\n```\n\n# Quick Start with draw-things-cli on macOS\n\nIf you want to build the local inference and LoRA training CLI from this repository, build the SwiftPM product with:\n\n```bash\nswift build --product draw-things-cli\n```\n\nTo inspect the CLI surface from SwiftPM, run:\n\n```bash\nswift run -c release draw-things-cli --help\nswift run ",
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