---
title: "Colab"
description: "1 posts about Colab, summarised, each linking to the original."
---

# Colab
> 1 posts about Colab, summarised, each linking to the original.

## Articles

### [Introducing the Google Colab CLI](https://yomu.fyi/post/introducing-the-google-colab-cli.md)
- Company: [Google](https://yomu.fyi/company/google.md)
- Author: Spencer Shumway, Tyler Pirtle, Seth Troisi
- Published: Jun 5, 2026
- Type: Announcement

Google announces the Google Colab Command-Line Interface (CLI), a tool that connects a local terminal with remote Colab runtimes for developers and AI agents. It can provision GPUs or TPUs with commands such as colab --gpu A100, execute local Python scripts and ML pipelines remotely with colab exec, recover artifacts and replayable .ipynb logs, and provide interactive access through colab repl or colab console. The source demonstrates an agent-driven QLoRA fine-tuning workflow for google/gemma-3-1b-it on a Text-to-SQL dataset: an Antigravity agent provisions a T4, installs transformers, datasets, peft, trl, bitsandbytes, and accelerate, runs finetune\_run.py, saves a notebook log, downloads model artifacts, and stops the runtime. The resulting safetensors adapter and configuration files can be loaded locally, while the CLI is presented as programmable and usable by terminal-based agents.