实践表明，直接生成的代码通常需要20-30%的手动调整，包括修复格式伪影、优化CSS选择器嵌套等。专业开发者可通过两种方式提升产出质量：一是建立后处理流水线（如集成Prettier代码格式化工具），二是针对特定技术栈进行额外微调。模型架构本身支持继续训练，企业可以用私有UI组件库数据对模型进行领域适应（Domain Adaptation）。值得注意的是，在React技术栈迁移时可保留核心布局代码（约60-70%可用率），但需要重写状态管理相关逻辑。
This answer comes from the articleUIGEN-T1-Qwen-7b: Specialized Model for Generating HTML and CSS UI ComponentsThe
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