SMRTR ProgrammingJun 7, 2026Google Developers

Introducing the Google Colab CLI

SMRTR summary

Google has launched the Colab CLI, a command-line interface that connects your local terminal to remote Colab GPU/TPU runtimes. Developers can provision accelerators, run Python scripts remotely, download artifacts, and drop into interactive sessions with simple commands. It's also agent-ready, with a built-in skill file so AI agents like Claude Code or Codex can immediately leverage Colab compute for workflows like fine-tuning Gemma 3-1B with QLoRA.

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