generated: 2026-07-21 method: searched source: >- https://tinker-docs.thinkingmachines.ai/tinker/cli/ + https://tinker-docs.thinkingmachines.ai/tinker/quickstart/ name: Thinking Machines Tinker CLI description: >- The `tinker` command-line interface ships with the official Tinker Python SDK (installed via `uv pip install tinker`). It manages training runs and checkpoints against the Tinker service. binary: tinker install: - uv pip install tinker - pip install tinker auth: TINKER_API_KEY environment variable (see authentication artifact) command_groups: - name: run description: Inspect and manage training runs. examples: - tinker run list reference: https://tinker-docs.thinkingmachines.ai/tinker/cli/run/ - name: checkpoint description: Manage and download model checkpoints. examples: - tinker checkpoint download reference: https://tinker-docs.thinkingmachines.ai/tinker/cli/checkpoint/ docs: https://tinker-docs.thinkingmachines.ai/tinker/cli/ package_ref: packages/thinking-machines-packages.yml