AI & ML interests
LOCAL AI, ASR, TTS, YOLO26-remadewithrust. We are dominating local AI for distributed clouds. www.mata.network
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Remade With Rust
The essential C and C++ tools, rebuilt in Rust. Memory safe, predictable, permissively licensed. Each project is a reimplementation rather than a fork: same wire protocols and file formats, new code you can depend on. No copyleft, no Python, no C toolchain in the build.
Remade With Rust is the open-source arm of Mata Network: "Stop sacrificing your privacy for convenience."
Models on this page
Weights for FFAI, our AI
media toolkit, converted to safetensors. Every file is pinned by SHA-256 in
the crate that loads it, and each model card names the upstream licence.
🧠 AI: FFAI
All the engines below are pure Rust on candle, and each can be swapped by name.
| Engine | What it does |
|---|---|
| Carmenta | OCR for documents and screens: detection, recognition, deskew, word boxes and reading order |
| Mercury | Speech recognition (Whisper-class) and text-to-speech (VITS/Piper-class) |
| Argus | Vision-language captioning and VQA (SmolVLM) |
| Diana | Object detection (YOLO26) with ByteTrack tracking |
🎬 Media
remade_ffmpeg_rs is our FFmpeg alternative: drop-in ffmpeg and ffprobe with zero GPL. It is built from these codecs:
rusty_h264 ·
rusty_h265 ·
rusty-av1-toolkit ·
rusty_av2d ·
rusty-opus ·
rusty_flac ·
rusty_jpeg ·
rusty_png ·
rusty_gif ·
rusty_dds.
Starfire is a native GameStream client for PC gaming.
🧱 Foundations
| rusty_alloc | A pure-Rust allocator, the memory-safe alternative to mimalloc |
| rusty_zstd | Zstandard compression: zero dependencies, no C |
| rusty_json_turbo | serde_json with rusty_alloc as its default allocator |
| rusty_expressions | Oniguruma regex in pure Rust, wasm-ready |
| rusty_xml · rusty_erasure · rusty_time | libxml2, ISA-L erasure coding and chrony, remade |
| thoth · rusty_tokens · rusty_symbols · rusty_a11y | UI chrome: glyphs, design tokens and accessible HTML |
🔐 Identity, data and supply chain
- mID: permissionless, self-issued identity. Sign-in tokens are verified locally, with zero infrastructure calls.
- SpaceDB: a local-first, CRDT-native, mesh-replicated database for a world without data centers.
- Deputy: own your dependencies. Store them offline and scan every change for malware.
🔌 Embedded
- Kairos: FreeRTOS and its core libraries (MQTT, SNTP, JSON) remade in Rust, each proven against the C original.
- Janus (
rusty_esp_*): camera, audio, radio, mID and the iroh mesh, running on ESP32 chips.
🪩 Disco Party: the MATA distributed cloud
Disco is a cloud where the machines belong to the people running them. You sign in with your mID, provision what you need and pay per use. disco party pairs your machine with your mID; then disco sites deploy ./dist puts a site on the mesh.
- Available now: identity.
- In preview: hosting, edge functions, object storage, CDN, DNS and managed SpaceDB.
Everything above is built so that going live on Disco is a command, not a migration.
→ All projects: github.com/Remade-With-Rust · Home: mata.network