Model lifecycle
Search, acquire, import, inventory, mount, unmount, and tune local model assets from one operator surface.
TURTLE ECOSYSTEM / ACTIVE USE
Local model runtime and OpenAI-compatible gateway.
TurtleStudio is the local inference control surface for discovering, acquiring, importing, mounting, tuning, and serving local models through a headless OpenAI-compatible API while keeping backend runtime and operator telemetry visible.
PRODUCT ID / TURTLESTUDIOTurtleStudio | Turtle Ecosystem | a qvert.net product
PREVIEW / CURRENT UI
Local model runtime surfaces.
Current TurtleStudio views covering quick mount, network API binding, model acquisition, and the persistent service/Ollama console.
CAPABILITIES / CURRENT
Current operating scope.
Cataloged from the working project and current operator surfaces.
Headless API gateway
Serves local models through an interoperable northbound API while backend runtime services remain isolated behind the control plane.
Network + runtime control
Adapter binding, token controls, firewall posture, runtime presets, context, GPU layers, cache behavior, and live service telemetry are exposed to the operator.