according to the Qwen team announcement, the Qwen2.5-VL-32B-Instruct model has been officially open-sourced, with a parameter scale of 32B, demonstrating excellent performance in tasks such as image understanding, mathematical reasoning, and text generation. The model has been further optimized through reinforcement learning to provide responses that better align with human preferences, surpassing the previously released 72B model in multimodal evaluations such as MMMU and MathVista.