Old Zhang's AI Learning

Jun 13, 2026 · Cloud Computing

Google’s Low‑Key Launch: The Google Colab CLI Brings Notebooks to the Terminal

The article introduces Google Colab CLI, a command‑line interface that moves Colab notebooks from the browser to the terminal, detailing its installation on Linux/macOS, authentication steps, core features like instant VM provisioning, kernel state persistence, shebang GPU scripts, and practical examples such as fine‑tuning Gemma 3‑1B.