The Qwen2.5-VL-32B model has been released, which is a smarter and lighter version of the previous Qwen2.5-VL series. This model has been optimized using reinforcement learning and has shown superiority over other state-of-the-art models in multimodal tasks. The model is open-sourced under the Apache 2.0 license. The next research direction will focus on long and effective reasoning processes to tackle complex visual reasoning tasks.