A Thai-language specialist built on Qwen3's mixture-of-experts architecture, activating only 3 billion parameters out of 30 billion per forward pass — keeping inference lean while retaining a broad knowledge base. It handles Thai and multilingual tasks with notable fluency, reflecting Typhoon AI's focus on Southeast Asian language coverage. The sparse activation means it punches above its computational weight, though very complex reasoning chains may still favor denser, larger models.