Fine-Tuning

Table of Contents Fine-Tuning Gemma 4 with QLoRA for Tool-Aware Support Agents From Customer Support Chatbot to Tool-Calling AI Agent Synthesizing Tool-Calling Training Data Why Use Synthetic Tool-Call Trajectories? What We Will Build Configuring Your Development Environment Setup and Imports…

Table of Contents Fine-Tuning Gemma 4 with QLoRA for Customer Support Why Not Fine-Tune the Entire Model? Understanding LoRA Understanding QLoRA What We Will Build Configuring Your Development Environment Setup and Imports Supervised Fine-Tuning Gemma 4 on the Bitext Customer…