The Ali Open Source Qwen3-Coder-Next model, with a total parameter 80B activated parameter of only 3B, achieves over 70% problem resolution on SWE-Bench Verified, a model 10-20 times larger than the one that activates the parameter; models are good at long-term reasoning, the use of complex tools and recovery from implementation failures, supporting 256k context, which is seamlessly integrated with various IDE platforms such as Cline, Claude Code; and the SWE-Universe framework is published in parallel with the signature papers of Zhou Jianjin and Lin Jun-Yung, extending the real world multilingual SWE environment to nearly a million-scale。
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