In this article, you will learn how Gemma 4, Llama 3, and Mistral implement tool calling locally, and what trade-offs each model family presents for real-world deployment.
Topics we will cover include:
What tool calling is and why it matters for locally deployed language models.
How each of the three model families — Gemma 4, Llama 3, and Mistral — implements tool calling, including architectural and versioning differences.
The practical strengths and trade-offs of each family for different hardware constraints and deployment contexts.
