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<img src="https://pic.rmb.bdstatic.com/84a301bfe903ca9eee3f9c416136c09e.jpeg" srcset="/img/loading.gif" lazyload alt="开工大吉">
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<a href="/2025/02/05/%E5%BC%80%E5%B7%A5%E5%A4%A7%E5%90%89/" target="_self">
开工大吉
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<a class="index-excerpt " href="/2025/02/05/%E5%BC%80%E5%B7%A5%E5%A4%A7%E5%90%89/" target="_self">
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2025年2月5日，乙巳年正月初八，星期三，晴，第49篇博客/2025年第8篇博客，正式开工！！！ 关于DeepSeek以及未来1年有关LLM的一些观点和思考 观点整理自刘焕勇老师，转发切记注明出处！ 明天就开工了，针对deepseek，我们静下心来看看，这波造神热度迟早要消散或者翻车。LLM帮大家解决落地问题，让大家有饭吃，有活干，才能
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<time datetime="2025-02-05 05:25" pubdate>
2025-02-05
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<a href="/categories/%E5%8A%A8%E6%9C%BA/" class="category-chain-item">动机</a>
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<a href="/tags/%E7%94%9F%E6%B4%BB%E9%9A%8F%E7%AC%94/">#生活随笔</a>
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<a href="/2025/01/30/2025%E5%B9%B41%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
<img src="https://www.kaigo-antenna.jp/uploads/illustration/main_image/479/webp_20074_s.webp" srcset="/img/loading.gif" lazyload alt="2025年1月总结与展望">
</a>
</div>
<article class="col-12 col-md-8 mx-auto index-info">
<h2 class="index-header">
<a href="/2025/01/30/2025%E5%B9%B41%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
2025年1月总结与展望
</a>
</h2>
<a class="index-excerpt " href="/2025/01/30/2025%E5%B9%B41%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
<div>
2025年1月30日，星期四，阴天，这是写的第48篇博客文章。 这个月很忙，主旋律是考试与春节·过年。咱中华文化就是博大精深，按理说，每年的1月、2月都应该是一年的开端，事情的开始阶段所有人的状态都应该鼓足干劲的。但是我们中国人不然，每年的1月、2月，中国人都要过自己的节日——春节。对于全体中国人来说，春节正式一年当中为数不多的放下手里工作回家团聚、休息调整的时光～ 只有过了春节，才真正意味着中国
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<time datetime="2025-01-30 09:17" pubdate>
2025-01-30
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<i class="iconfont icon-category"></i>
<span class="category-chains">
<span class="category-chain">
<a href="/categories/%E5%8A%A8%E6%9C%BA/" class="category-chain-item">动机</a>
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<a href="/tags/%E7%A7%91%E7%A0%94%E5%BF%83%E8%B7%AF/">#科研心路</a>
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</article>
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<h2 class="index-header">
<a href="/2025/01/29/%E6%A2%81%E6%96%87%E9%94%8B%E4%B8%93%E8%AE%BF/" target="_self">
梁文锋专访
</a>
</h2>
<a class="index-excerpt " href="/2025/01/29/%E6%A2%81%E6%96%87%E9%94%8B%E4%B8%93%E8%AE%BF/" target="_self">
<div>
暗涌Waves专访DeepSeek创始人梁文锋暗涌：互联网和移动互联网时代留给大部分人的惯性认知是，美国擅长搞技术创新，中国更擅长做应用。 梁文锋：我们认为随着经济发展，中国也要逐步成为贡献者，而不是一直搭便车。过去三十多年 IT 浪潮里，我们基本没有参与到真正的技术创新里。我们已经习惯摩尔定律从天而降，躺在家里 18 个月就会出来更好的硬件和软件。Scaling Law 也在被如此对待。 但其实
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<time datetime="2025-01-29 22:33" pubdate>
2025-01-29
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<a href="/tags/%E7%A7%91%E7%A0%94%E5%BF%83%E8%B7%AF/">#科研心路</a>
<a href="/tags/LLM/">#LLM</a>
<a href="/tags/%E5%89%8D%E6%B2%BF%E8%AE%B2%E5%BA%A7/">#前沿讲座</a>
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<a href="/2025/01/27/DeepSeek-YYDS/" target="_self">
<img src="https://i.bstr.es/drivingeco/2025/01/Deepseek-r1-logo.webp" srcset="/img/loading.gif" lazyload alt="DeepSeek YYDS">
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<a href="/2025/01/27/DeepSeek-YYDS/" target="_self">
DeepSeek YYDS
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<a class="index-excerpt " href="/2025/01/27/DeepSeek-YYDS/" target="_self">
<div>
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningDeepSeek-AI https://arxiv.org/pdf/2501.12948 多看论文原文，少看自媒体公众号文章的鼓吹宣传！ 与普通LLM相比，推理LLM倾向于在回答之前讲问题分解为更小的步骤(推理步骤和思维链)，这
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<time datetime="2025-01-27 11:18" pubdate>
2025-01-27
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<a href="/tags/LLM/">#LLM</a>
<a href="/tags/MLLM/">#MLLM</a>
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<a href="/2025/01/24/Graph-RAG-A-Survey/" target="_self">
<img src="https://blog.langchain.dev/content/images/2024/03/ragbased.webp" srcset="/img/loading.gif" lazyload alt="Graph RAG">
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<a href="/2025/01/24/Graph-RAG-A-Survey/" target="_self">
Graph RAG
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<div>
Graph Retrieval-Augmented Generation: A Survey https://www.arxiv.org/pdf/2408.08921 论文更多侧重理论概念层面，实践落地过程中需要自行体会各个阶段的实现过程。 Abstract通过引用外部知识库，RAG改进了LLM输出，有效地减轻了诸如“幻觉”、缺乏特定领域的知识和过时的信息等问题。但是，数据库中不同实
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<time datetime="2025-01-24 23:04" pubdate>
2025-01-24
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<a href="/tags/LLM/">#LLM</a>
<a href="/tags/RAG/">#RAG</a>
<a href="/tags/%E5%A4%9A%E6%A8%A1%E6%80%81/">#多模态</a>
<a href="/tags/Agentic-RAG/">#Agentic RAG</a>
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<a href="/2025/01/20/Agentic-RAG-A-Survey/" target="_self">
<img src="https://mlrwd9rnffxq.i.optimole.com/cb:641c.2be21/w:1883/h:1332/q:90/f:best/sm:0/https://vectorize.io/wp-content/uploads/2024/09/Agentic-RAG-1.png" srcset="/img/loading.gif" lazyload alt="Agentic RAG:A Survey">
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Agentic RAG:A Survey
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<div>
AGENTIC RETRIEVAL-AUGMENTED GENERATION: A SURVEY ON AGENTIC RAG Aditi Singh | Abul Ehtesham | Saket Kumar | Tala Talaei Khoei https://arxiv.org/abs/2501.09136 论文更多侧重于理论概念层面，实践中还会遇到很多问题和bug，需要自
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<time datetime="2025-01-20 20:55" pubdate>
2025-01-20
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<a href="/tags/LLM/">#LLM</a>
<a href="/tags/RAG/">#RAG</a>
<a href="/tags/%E5%A4%9A%E6%A8%A1%E6%80%81/">#多模态</a>
<a href="/tags/Agentic-RAG/">#Agentic RAG</a>
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<a href="/2025/01/19/%E5%AF%92%E5%81%87%E9%98%85%E8%AF%BB%E4%B9%A6%E5%8D%95/" target="_self">
<img src="https://is1-ssl.mzstatic.com/image/thumb/Purple211/v4/37/ad/d0/37add097-e740-b971-5e64-215408506319/AppIcon-0-0-1x_U007emarketing-0-7-0-0-85-220.png/1200x630wa.png" srcset="/img/loading.gif" lazyload alt="寒假阅读书单">
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<a href="/2025/01/19/%E5%AF%92%E5%81%87%E9%98%85%E8%AF%BB%E4%B9%A6%E5%8D%95/" target="_self">
寒假阅读书单
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</h2>
<a class="index-excerpt " href="/2025/01/19/%E5%AF%92%E5%81%87%E9%98%85%E8%AF%BB%E4%B9%A6%E5%8D%95/" target="_self">
<div>
2025年第一个月的大部分时间都干了个啥2024年12月31号在湖里度过了难忘的跨年晚会，进入2025年1月就完全进入了期末复习周，1月10号完成了期末考试，10-16号留校、回所和导师们汇报完这学期的进度以及后续安排，14号完成了晓飞老师《机器学习》课程的实验报告，16号离校去房山舅舅家住了两天，18号回家。忙忙碌碌地度过了2025年的1月份多半时光，伴随而来的寒假(大概率也是学生时代的最后一个
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<time datetime="2025-01-19 21:21" pubdate>
2025-01-19
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<a href="/tags/%E7%AC%94%E8%AE%B0/">#笔记</a>
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<a href="/2025/01/15/Attention-is-all-you-need/" target="_self">
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Attention is all you need
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<div>
攻坚克难，务必拿下Transformer，彻底搞懂原理 参考教程： [1] 动手学深度学习 [2] Data Whale训练营-手撕Transformer Transformer名字的由来论文的第一作者最喜欢的电影是《变形金刚》 论文的创新点：提出了一个新的简单的网络结构——Transformer，完全依赖于注意力机制而省
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<time datetime="2025-01-15 16:10" pubdate>
2025-01-15
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<a href="/tags/GPT/">#GPT</a>
<a href="/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">#深度学习</a>
<a href="/tags/NLP/">#NLP</a>
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<a href="/2024/12/31/2024%E5%B9%B4%E5%BA%A6%E6%80%BB%E7%BB%93/" target="_self">
<img src="https://cdnv2.ruguoapp.com/FtwhP5bICelEIUZWWcJbhEnlIXLwv3.heic?imageMogr2/auto-orient/heic-exif/1/format/jpeg/thumbnail/1500x2000%3E/interlace/1" srcset="/img/loading.gif" lazyload alt="2024年度总结">
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2024年度总结
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永远相信美好的事情即将发生 2025年 务必谦虚谨慎 艰苦奋斗 戒骄戒躁写每一篇文章前都要牢牢把握好一个目的：写这个东西的动机是什么，要解决什么问题？毛主席讲过，做文章是要解决问题的。 终点和起点，分别和相聚 - 2024大事记2024年主要经历了两件大事：本科毕业、研究生生涯开启，分别和相聚是这一年的主旋律。 2024年开始认真经营
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<time datetime="2024-12-31 23:59" pubdate>
2024-12-31
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<a href="/tags/%E7%A7%91%E7%A0%94%E5%BF%83%E8%B7%AF/">#科研心路</a>
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<a href="/2024/12/31/12%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
<img src="https://hips.hearstchina.com/hmg-prod/images/%E5%9B%BE%E7%89%871-65af6a5382828.png?resize=640:*" srcset="/img/loading.gif" lazyload alt="2024年12月总结与展望">
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<a href="/2024/12/31/12%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
2024年12月总结与展望
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</h2>
<a class="index-excerpt " href="/2024/12/31/12%E6%9C%88%E6%80%BB%E7%BB%93%E4%B8%8E%E5%B1%95%E6%9C%9B/" target="_self">
<div>
11月任务回顾2024年最后一个月，主要任务就一个：把之前深度学习所有相关知识整合、查漏补缺、复现Coding 今天5号了，这个月的任务除了复习最后的三门课之外，更多的精力要分配给如下任务： 卷积神经网络学习(还剩VGG、ResNet没有实现) 语言神经网络学习 多读经典论文、多复现代码(循环神经网络、Attention、Transformer、BERT掌握) 精进python、C+
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<time datetime="2024-12-31 10:56" pubdate>
2024-12-31
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<a href="/tags/%E7%A7%91%E7%A0%94%E5%BF%83%E8%B7%AF/">#科研心路</a>
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