A 350M model taught to emit reliable structured output in 100 GRPO steps

A Hugging Face walkthrough fine-tunes a 350M-parameter model for better structured outputs in roughly 100 GRPO steps using TRL, showing the training loop and the evaluation used to judge it.

What it means Reliable JSON out of a tiny local model is the cheapest fix for the parsing failures that break agent tool calls.