google-colab

Fine-Tuning Gemma 4 in Practice: From Google Colab to Vertex AI

A practical guide to fine-tuning Gemma 4 with QLoRA on Google Colab (free GPU) and Vertex AI. Covers dataset preparation, 4-bit quantization, LoRA adapter configuration, training, and inference — with working code throughout.