The model is trained to behave like a capable coding agent: thinking through problems, calling tools, interpreting results, and responding clearly — mirroring the full agentic loop of a real Claude Code session.
The model thinks with
<think>
tags, calls tools with XML-style
<tool_call>
blocks.
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