Highlights We introduce the updated version of the Qwen3-235B-A22B non-thinking mode, named Qwen3-235B-A22B-Instruct-2507, featuring the following key enhancements: Significant improvements in general capabilities, including instruction following, logical reasoning, text comprehension, mathematics, science, coding and tool usage. Substantial gains in long-tail knowledge coverage across multiple languages. Markedly better alignment with user preferences in subjective and open-ended tasks, enablin...