Kimi VL A3B Instruct is a compact multimodal model that punches above its weight by using a mixture-of-experts architecture, activating only 3 billion parameters per forward pass despite a larger total parameter pool. It handles image understanding and text reasoning together, making it capable of describing visuals, answering questions about images, and following instructions across both modalities.