搜推智能产品事业部-未来生活实验室-拍立淘算法https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n1.自我介绍https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n2.过去实习里为什么选用多模态方向https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n3.目标检测模型现在主流的几种方法，二阶段和一阶段的区别在哪，相比有什么优缺点https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n4.DETR网络结构，输入Decode的Query是什么https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n5.了解CLIP吗，对比学习怎么做，有什么缺陷和局限https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n6.召回率和准确率怎么算https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n7.CNN和Transformer在结构，本质上的区别https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n8.介绍实习的大模型微调，参数怎么设置，lora微调的是什么地方，adapter和lora结构上的区别https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n9.干过提示词微调吗https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n10.Transformer结构，位置编码，Layer Norm介绍，和Batch Norm的区别https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n11.Qformer结构（之前好像聊着聊着聊到了）https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n12.大模型的分布训练https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n13.线程和进程的区别https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n14.模型轻量化方法，知识蒸馏在网络的哪个地方做https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n15.介绍RAGhttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n16.手撕MLP（带训练）和自注意力https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n https://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cchttps://www.nyrcw.cc\n叠甲，本人真实面试经历，分享仅做参考，不卖课。问的比较基本不太深挖，比宇宙厂简单点#互联网大厂实习 #面经 #算法 #淘天
