CategorySonnet 4.5Opus 4.5Opus 4.6ORM (JS)JSNext.js project. The strongest recency shift in the dataset.Prisma79%Drizzle60%Drizzle100%Jobs (JS)JSNext.js project. BullMQ → Inngest shift in newest model.BullMQ50%BullMQ56%Inngest50%Jobs (Python)PythonPython API project (61% extraction rate). Celery collapses in newer models.Celery100%FastAPI BgTasks38%FastAPI BgTasks44%CachingCross-languageCross-language (Redis and Custom/DIY appear in both JS and Python)Redis71%Redis31%Custom/DIY32%Real-timeCross-languageCross-language (SSE, Socket.IO, and Custom/DIY appear across stacks)SSE23%Custom/DIY19%Custom/DIY20%
如果你想查看微调后的效果，这里有一个基于 flutter_gemma 示例中的函数训练的模型：sasha-denisov/functiongemma-flutter-gemma-demo。该模型使用 284 个示例训练了 3 个函数（change_background_color、change_app_title 和 show_alert）。准确率显著高于基准模型。
。服务器推荐对此有专业解读
Медведев вышел в финал турнира в Дубае17:59。业内人士推荐Line官方版本下载作为进阶阅读
Жители Санкт-Петербурга устроили «крысогон»17:52，更多细节参见heLLoword翻译官方下载
优点： 梯度连续，优化更稳定。