大模型面试宝典（职场版）

📁 数据结构与算法
📁     📁 LeetCode精选
📁         📁 img
📁             📁 ANS
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📁         📁 DSXU__ac0drSiD46
📁         📁 6SbfChXo-p9_sd7R
📁         📁 d0xIG0ONwKhHPfEs
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        img说明.zip  [1.8 MB]
    大模型微调经验总结与感想分享.md  [9.3 KB]
    基础大模型训练过程概述.md  [7.7 KB]
    轻松上手的LangChain学习说明书.md  [103.5 KB]
    大模型RAG这篇综述讲明白了.md  [11.4 KB]
    为什么大模型需要向量数据库？.md  [8.0 KB]
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    大模型技术路线图.md  [4.5 KB]
    主流大语言模型的技术原理细节.md  [4.9 KB]
    万字长文梳理Llama开源家族！从Llama-1到Llama-3.md  [26.8 KB]
    一文读懂多模态大模型的进化之路.md  [13.4 KB]
    一文详解最热的LLM应用开发框架LangChain.md  [36.3 KB]
    图解Transformer架构.md  [27.3 KB]
    图解：小白看得懂的BERT原理.md  [16.9 KB]
    有哪些省内存的大语言模型训练_微调_推理方法？.md  [6.4 KB]
    不理解自注意力？教你从头写代码实现.md  [33.0 KB]
    大模型分布式AI框架.md  [722.0 B]
    大模型的generate和chat函数有什么区别？.md  [2.4 KB]
    大模型资料大全：文本、多模态大模型、垂直领域微调模型.md  [107.0 KB]
    一文讲透生成式预训练模型GPT、GPT2、GPT3.md  [33.5 KB]
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    26种prompt套路，驯服大模型.md  [7.9 KB]
    一文搞懂Transformers原理(图解+手撕代码).md  [33.7 KB]
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    万字长文详解GPT.md  [45.0 KB]
    人人都是AI大师-Prompt工程.md  [22.0 KB]
    一文梳理有效提升RAG效果的方法.md  [26.5 KB]
📁 八大专题
📁     📁 产品经理专题
📁         📁 img
📁             📁 EcCs4A7k63m08qei
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📁         📁 H6QL3fkBuroWYz8U
📁         📁 Og2bJJX0OIG8Fi40
📁         📁 9kSda20OHARTNi-8
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        img说明.png  [493.5 KB]
    深度学习基础与框架专题.md  [21.4 KB]
    index.md  [24.1 KB]
    手撕项目代码专题.md  [16.1 KB]
    优异开源资源推荐专题.md  [4.5 KB]
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    自动驾驶、智慧医疗等行业垂域专题.md  [10.0 KB]
    多模态专题.md  [9.8 KB]
    大模型(LLMs)专题.md  [22.2 KB]
📁 认知篇
📁     📁 img
📁         📁 uFVq6sdB9DrcLwBk
            1681528076437-ed63af47-743f-4dad-8d7a-6b1a2becc61c-942218.jpeg  [21.2 KB]
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📁         📁 7Q3M5UnB9arIq6IT
            1681528190131-56b1e9bb-cea4-420b-bded-614c6568bace-738933.jpeg  [21.2 KB]
    如何拿到大厂算法岗？.md  [11.5 KB]
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    自我介绍.md  [1.6 KB]
    简历制作与投递.md  [3.7 KB]
    大模型算法工程师是什么？.md  [3.8 KB]
    校招面试新人指南.md  [10.9 KB]
📁 大厂面试题
📁     📁 img
📁         📁 HxdzGZPETdfYPcEa
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        img必看.zip  [1.8 MB]
    58算法一面二面.md  [1.5 KB]
    小米暑期实习NLP算法工程师一面面经.md  [1.2 KB]
    百度NLP算法实习面经.md  [1.0 KB]
    百度算法工程师(大模型方向)10道面试题.md  [4.8 KB]
    网易NLP大模型（实习）面试题8道（含答案）.md  [8.5 KB]
    2023秋招NLP算法（含大模型）面经.md  [1.4 KB]
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    小红书算法岗面试经验总结.md  [2.9 KB]
    蚂蚁算法岗总结.md  [1.6 KB]
    比亚迪算法岗面试心得分享.md  [2.7 KB]
    港硕上岸鹅厂算法岗，谈谈感受和心得！.md  [3.7 KB]
    搜狐大模型算法岗(实习)面经.md  [5.4 KB]
    小米多模态面经分享.md  [463.0 B]
    字节算法岗面经.md  [2.0 KB]
    科大讯飞NLP算法岗经验总结.md  [1.6 KB]
    2023年算法面经，4家大厂offer已入手.md  [6.8 KB]
    荣耀算法一面面经.md  [870.0 B]
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    小红书暑期实习计算机视觉&多模态面经.md  [1.3 KB]
    秋招算法岗面经复盘-百度-算法工程.md  [973.0 B]
    网易做大模型实习生.md  [1.3 KB]
    字节智能创作多模态算法法面经.md  [3.0 KB]
    科大讯飞飞星计划一面.md  [972.0 B]
    招银科技算法岗面经.md  [1.1 KB]
    阿里大模型算法工程师面试分享.md  [3.0 KB]
    智慧树大模型算法面经.md  [977.0 B]
    理想大模型面经.md  [1.9 KB]
    Nvidia面经：AI深度学习推理加速HPC类岗位.md  [1.8 KB]
    科大讯飞nlp一面.md  [1.1 KB]
    海康-base杭州-多模态llm.md  [482.0 B]
    长安汽车-智能算法岗面经.md  [655.0 B]
    大模型算法岗(含实习)面试总结.md  [8.1 KB]
    昆仑天工大模型实习一面面经.md  [1.3 KB]
📁 精选论文
📁     📁 img
📁         📁 4VebfpTW1LuJ8HH9
            1719024422061-700f0038-e229-402b-a5b8-7e5bca51baa2-487501.jpeg  [77.2 KB]
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            1719024422038-3e4e4f5e-7be1-4fb3-9a2b-fb5bb625d57e-386864.jpeg  [62.4 KB]
📁         📁 f5V0jRrLw-cigXgk
            1719025056012-3c50c55d-ba0a-497a-9d14-300d15f60146-082534.png  [24.3 KB]
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📁 最新面试题
    更多资源请访问.ORG-网盘云盘资源分享共享网站.url  [120.0 B]
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📁 实战案例
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📁 编程能力
📁     📁 img
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    TMD几道热门SQL面试题.md  [3.5 KB]
    最频繁考察的有趣的智力题.md  [42.3 KB]
    20道常考Python面试题大总结.md  [7.9 KB]
    高频面试：HiveSQL函数高阶应用知识点总结.md  [16.4 KB]
    面试必备20个常用Linux命令.md  [11.3 KB]
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    作为算法工程师，你不得不会的32个Linux命令.md  [35.8 KB]
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    总结10个Hive高频面试考点.md  [15.3 KB]
📁 算法高频岗试题
    100道大模型面试八股文.md  [5.4 KB]
    大模型算法岗面试题（含答案）总结.md  [68.3 KB]
    大模型面经指南.md  [120.6 KB]
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progress.json  [100.8 KB]
index.md  [20.4 KB]