Self-hosted systems language and compiler for machine-learning workloads
MLRift is a self-hosted, zero-dependency compiler forked from KernRift. The package installs two portable command-line tools — mlrc (the compiler) and mlr (the fat-binary runner). It compiles to native x86_64 and ARM64 binaries for Linux, Windows, macOS, and Android, extends the IR backend with ML-specific primitives (tensors, event streams, sparse CSR ops), and includes a native AMDGCN GPU backend that talks to /dev/kfd directly with no ROCm dependency.
Full Changelog: https://github.com/Heniokhos-Systems/MLRift/releases/tag/v1.1.0
| Publisher | Pantelis Christou |
|---|---|
| Version | v1.1.0 |
| Release date | 2026-07-30 |
| License | Apache-2.0 |
| Installer type | zip |
| Architecture | x64, arm64 |
| Package ID | Pantelis23.MLRift |
winget install --id=Pantelis23.MLRift -ewinget upgrade --id=Pantelis23.MLRift -ewinget uninstall --id=Pantelis23.MLRift -eMLRift adds these commands to the command line: mlrc, mlr.
Yes. MLRift is free and open-source software released under the Apache-2.0 license.
The latest version is v1.1.0, released on Jul 30, 2026.
The download button links to the official installer published on github.com, the same file Windows Package Manager installs. You can verify the downloaded file by comparing its SHA-256 checksum with f46d3106de31c3c94fca9e4aec0266d036586bf6145aad3273469823213c5a91.
MLRift runs on Windows and is available for 64-bit (x64), ARM64 systems.
Open Settings › Apps › Installed apps, find MLRift and select Uninstall. From the command line, run winget uninstall --id=Pantelis23.MLRift -e.
Yes. MLRift is available as a portable ZIP archive (mlrc-windows-x86_64.zip, 64-bit (x64)) that runs without installation. Copy it to any folder or USB drive and run it from there.
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