Qwen2-VL-7B is the latest iteration of the Qwen-VL model, representing a year of innovative advancements. It achieves state-of-the-art performance on visual understanding benchmarks, including MathVista, DocVQA, RealWorldQA, MTVQA, among others. The model can comprehend videos over 20 minutes long, providing high-quality support for video-based question answering, dialogue, and content creation. Additionally, Qwen2-VL supports multiple languages, including English, Chinese, and most European languages, as well as Japanese, Korean, Arabic, Vietnamese, and more. Updates to the model architecture include Naive Dynamic Resolution and Multimodal Rotary Position Embedding (M-ROPE), enhancing its multimodal processing capabilities.