Swift

https://github.com/drawthingsai/draw-things-community The community repository for the Draw Things app.

🔧🔗https://github.com/cirruslabs/tart

macOS and Linux VMs on Apple Silicon to use in CI and other automations

Swift for NNC

🔧🔗https://github.com/liuliu/s4nnc s4nnc is a Swift interface for libnnc library.

From the very start, libnnc is meant to be a common runtime that supports many language bindings. It becomes apparent during the development that for deep learning, a raw C interface would be unwieldy complex to use in real-life

Examples using MLX Swift

Swift Diffusion

🔧🔗https://github.com/liuliu/swift-diffusion This is a single-file re-implementation of Stable Diffusion model. It includes CLIP text tokenizer, the models for CLIP text encoder,

🔧🔗https://github.com/pqrs-org/TrueWidget

A macOS app that displays the system status on screen at all times

Swift SentencePiece

🔧🔗https://github.com/liuliu/swift-sentencepiece SentencePiece's Swift wrapper.

Swift Fickling

🔧🔗https://github.com/liuliu/swift-fickling This is inspired by work from Trail of Bits on Fickling. Many Stable Diffusion models are published in pickle format. Pickle format has been traditionally tied to a Python installation. This limitation exists also because pickle has the liberty to call into any Python function they want and allows you to override certain part of serialization (i.e. using external files and serialize only so-called persistent_id).

As such, there are also security implications on deserializing untrusted pickle format per https://blog.trailofbits.com/2021/03/15/never-a-dill-moment-exploiting-machine-learning-pickle-files/.

swift-fickling while taking name from Fickling doesn't do static analyze or decompilation yet. It simply read the pickle opcodes, execute them on a Swift implemented pickle VM within the context you provided. Thus, we side-stepped the security implications by silencing outside function calls unless you explicitly providing them.

This turns out to be just enough to deserialize PyTorch based pickle files without Python installation.

🔧🔗https://github.com/pqrs-org/ShowyEdge

A visible indicator of the current input source for macOS.

Swift Binding for MuJoCo

🔧🔗https://github.com/liuliu/swift-mujoco This is a Swift binding for MuJoCo physics simulation library.