Qwen3 4B operates in two distinct modes: a thinking mode where it reasons step-by-step through problems before answering, and a non-thinking mode for faster, direct responses. At 4 billion parameters it punches above its weight on reasoning and instruction-following tasks, though it can occasionally over-explain simple questions when thinking mode kicks in unnecessarily. It handles multilingual text competently across dozens of languages.