Tool Calling

Articles about training small language models for function calling and tool use.

GitAra: How We Trained a 3B Function-Calling Git Agent for Local Use
Demo

GitAra: How We Trained a 3B Function-Calling Git Agent for Local Use

A 3B function-calling model that turns plain English into git commands. Matches the 120B teacher at 92% accuracy — 25x smaller, runs locally via Ollama.

Tool CallingAgentic AI
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Benchmarking the Platform
Benchmark

Benchmarking the Platform

Distilled students match or exceed the teacher LLM on 8 of 10 datasets across classification, NER, open-book QA, tool calling, and closed-book QA.

ClassificationTool CallingInformation ExtractionQuestion Answering
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