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@tonythethompson tonythethompson released this 10 Aug 05:44
· 331 commits to main since this release
v0.1.0
f2d720e

Olive Studio v0.1.0

Olive Studio is a local-first GUI for Microsoft Olive ONNX model optimization. Configure model sources, hardware targets, and optimization passes visually — then execute locally without cloud dependencies. Ships with an AI assistant (20 providers), hardware validation with one-click autofix, and an MCP server for agent-driven workflows.

Key Features

  • Visual recipe builder — drag-and-drop optimization pipeline with live validation and pass graph
  • 8 hardware targets — CPU, CUDA, TensorRT, TensorRT RTX, ROCm, OpenVINO, QNN, DirectML with autofix
  • Real Olive execution — venv auto-creation, SSE log streaming, batch job queue with cancellation
  • 20 AI providers — Gemini, OpenAI, Anthropic, Mistral, xAI, OpenRouter, Groq, local engines (Ollama, LM Studio), and more
  • MCP server — 27 tools for pass catalog, strategy advice, troubleshooting, and recipe validation
  • Pipeline validation — cross-pass compatibility rules, parameter constraints, auto-coercion
  • Export formats — Olive JSON config, OWR Web/Mobile Runtime config

Quick Start

git clone --branch v0.1.0 --depth 1 https://github.com/tonythethompson/Olive-Studio.git
cd Olive-Studio && pnpm install
pnpm dev

Open http://localhost:3000. No account or API key required for recipe building and local execution.

To follow main instead of this tagged release, omit --branch v0.1.0.

Updating from a tagged clone

--branch v0.1.0 checks out a tag (detached HEAD). git pull will not move you to a newer release. Fetch and check out the next tag instead:

git fetch --depth 1 origin tag v0.2.0
git checkout v0.2.0
pnpm install

Or clone main if you want continuous updates with git pull.

Requirements

  • Node.js >= 22.16
  • pnpm >= 11.17
  • Python >= 3.10 (for Olive execution and MCP server)

Known Limitations

  • No Tauri installer — desktop app builds but is unsigned (SmartScreen warnings on Windows)
  • MCP subprocess latency — first MCP tool call has ~2s cold start (Python stdio)
  • Unsigned builds — no code-signing certificate yet; Windows/macOS may flag the binary
  • No auto-update — from a tagged clone, fetch and check out a newer tag (see above); do not rely on git pull

What's Next

See ROADMAP.md for later plans. v0.2.0 is published: use the update commands above or the v0.2.0 release notes.

License

MIT

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