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    # Book_李宏毅_生成式導論 2024 ###### tags: `book` 李宏毅_生成式導論 2024開講 生成式導論 --- - [生成式導論 2024_第0講:課程說明](https://hackmd.io/@shaoeChen/HJtmg9neR) - [生成式導論 2024_第1講:生成式AI是什麼?](https://hackmd.io/@shaoeChen/HkkrS93g0) - [生成式導論 2024_第2講:今日的生成式人工智慧厲害在那哪?從『工具』從『工具人』](https://hackmd.io/@shaoeChen/SkVujyAgA) - [生成式導論 2024_第3講:訓練不了人工智慧?你可以訓練你自己(上)-神奇咒語與提供更多資訊](https://hackmd.io/@shaoeChen/SyxNumm-0) - [生成式導論 2024_第4講:訓練不了人工智慧?你可以訓練你自(中)-拆解問題與使用工具](https://hackmd.io/@shaoeChen/r1s76uVW0) - [生成式導論 2024_第5講:訓練不了人工智慧?你可以訓練你自(下)-讓語言彼此合作,把一個人活成一個團隊](https://hackmd.io/@shaoeChen/SyIc2wOZC) - [生成式導論 2024_第6講:大型語言模型修練史 — 第一階段: 自我學習,累積實力](https://hackmd.io/@shaoeChen/r1BafD2ZR) - [生成式導論 2024_第7講:大型語言模型修練史 — 第二階段: 名師指點,發揮潛力 (兼談對 ChatGPT 做逆向工程與 LLaMA 時代的開始)](https://hackmd.io/@shaoeChen/HkCtPUlzC) - [生成式導論 2024_第8講:大型語言模型修練史 — 第三階段: 參與實戰,打磨技巧 (Reinforcement Learning from Human Feedback, RLHF)](https://hackmd.io/@shaoeChen/SJ6wjyDfA) - [生成式導論 2024_第9講:以大型語言模型打造的AI Agent (14:50 教你怎麼打造芙莉蓮一級魔法使考試中出現的泥人哥列姆)](https://hackmd.io/@shaoeChen/SJxkkqtGA) - [生成式導論 2024_第10講:今日的語言模型是如何做文字接龍的 — 淺談Transformer (已經熟悉 Transformer 的同學可略過本講)](https://hackmd.io/@shaoeChen/Hy6mX1ofC) - [生成式導論 2024_第11講:大型語言模型在「想」什麼呢? — 淺談大型語言模型的可解釋性](https://hackmd.io/@shaoeChen/Hy0DYXlQC) - [生成式導論 2024_第12講:淺談檢定大型語言模型能力的各種方式](https://hackmd.io/@shaoeChen/HyNuifE7A) - [生成式導論 2024_第13講:淺談大型語言模型相關的安全性議題 (上) — 亡羊補牢、語言模型的偏見、有多少人用 ChatGPT 寫論文審查意見](https://hackmd.io/@shaoeChen/BkADN29XR) - [生成式導論 2024_第14講:淺談大型語言模型相關的安全性議題 (下) — 欺騙大型語言模型](https://hackmd.io/@shaoeChen/rJtwuLTXR) - [生成式導論 2024_第15講:為什麼語言模型用文字接龍,圖片生成不用像素接龍呢?— 淺談生成式人工智慧的生成策略](https://hackmd.io/@shaoeChen/Sk7O6LpQ0) - [生成式導論 2024_第16講:可以加速所有語言模型生成速度的神奇外掛 — Speculative Decoding](https://hackmd.io/@shaoeChen/rJESTVr40) - [生成式導論 2024_第17講:有關影像的生成式AI (上) — AI 如何產生圖片和影片 (Sora 背後可能用的原理)](https://hackmd.io/@shaoeChen/rJQ89maVR) - [生成式導論 2024_第18講:有關影像的生成式AI (下) — 快速導讀經典影像生成方法 (VAE, Flow, Diffusion, GAN) 以及與生成的影片互動](https://hackmd.io/@shaoeChen/HJBNLFqV0)

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