Tutorials - Tinker Documentation
A progressive learning path from first API call to advanced training techniques. All tutorials are marimo notebooks — read here or run them interactively. Install the Tinker SDK, cookbook, and marimo: Set your API key (get one from the Tinker Console): All tutorials are marimo notebooks in the tinker-cookbook repo. Clone the repo and run any tutorial: Or download a single file and run it directly: Start here. Learn the core Tinker SDK operations. Deep dives into specific SDK features. Each tutorial is standalone. Learn the higher-level training patterns from tinker-cookbook. Advanced techniques for experienced users. Getting trained models into production.
A progressive learning path from first API call to advanced training techniques. All tutorials are marimo notebooks — reactive Python notebooks stored as .py files. Read them here or run them interactively. Prerequisites Python 3.11+ tinker >= 0.22.3 — the tutorials use the 0.22.3 API surface (TensorData wrappers, awaited save/REST calls, Config.recipe_name), and checkpoint download in Weights Management was broken on earlier versions. A Tinker API key — get one from the Tinker Console. Setup Install the SDK together with the cookbook's [tutorials] extra, then set your API key: uv pip…
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