kat-coder
<span style="color: rgb(29, 35, 43); font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", "Liberation Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji"; font-size: 18.6667px; background-color: rgb(249, 249, 249);">KAT-Coder 是快手</span><a href="https://feizhuke.com/sites/streamlake.html" data-wpel-link="internal" target="_blank" rel="follow" style="color: rgb(40, 42, 45); text-decoration: none; background-color: rgb(249, 249, 249); font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", "Liberation Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji"; font-size: 18.6667px; outline: 0px !important;"><span style="text-decoration: underline;">streamlake</span></a><span style="color: rgb(29, 35, 43); font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", "Liberation Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji"; font-size: 18.6667px; background-color: rgb(249, 249, 249);">的Kwaipilot 团队推出的旗舰级 AI编程模型，专为复杂软件工程任务设计。它在 SWE-Bench Verified 数据集上以 73.4% 的解决率领先，比肩全球顶尖闭源模型。KAT-Coder 采用分阶段训练策略，包括中期训练、监督微调（SFT）、强化微调（RFT）和大规模智能体强化学习（RL），确保代码质量和开发效率。它支持 20 多种编程语言，覆盖多种开发场景，可独立完成从代码生成到重构的复杂任务。</span>
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