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@@ -113,10 +113,11 @@ Scaling neural networks to hundreds of billions of parameters has enabled dramat
 - [Aston Zhang] Chain of Thought论文 [Bilibili](https://www.bilibili.com/video/BV1t8411e7Ug/?spm_id_from=333.788&vd_source=1e55c5426b48b37e901ff0f78992e33f) [Youtube](https://www.youtube.com/watch?v=H4J59iG3t5o&list=PLFXJ6jwg0qW-7UM8iUTj3qKqdhbQULP5I&index=29)
 
 ## Useful Resources
-- \[2023-02-16][知乎][旷视科技]**对话旷视研究院张祥雨|ChatGPT的科研价值可能更大** [Link](https://zhuanlan.zhihu.com/p/606918875)
+- \[2023-02-16][知乎][旷视科技]**对话旷视研究院张祥雨|ChatGPT的科研价值可能更大 [Link](https://zhuanlan.zhihu.com/p/606918875)**
 - \[2023-02-15][知乎][张家俊]**关于ChatGPT八个技术问题的猜想** [Link](https://zhuanlan.zhihu.com/p/606478660)
 - \[2023-02-14][Stephen Wolfram]**What Is ChatGPT Doing … and Why Does It Work? [Link](https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/)**
 - \[2023-02-13]\[知乎][熊德意] **对ChatGPT的二十点看法 [Link](https://zhuanlan.zhihu.com/p/605882945?utm_medium=social&utm_oi=939485757606461440&utm_psn=1609870392121860096&utm_source=wechat_session)**
+- \[2023-02-12]\[Jingfeng Yang] **Why did all of the public reproduction of GPT-3 fail?[Link](https://jingfengyang.github.io/gpt)**
 - \[2023-02-11]\[知乎][刘聪NLP] **ChatGPT-所见、所闻、所感 [Link](https://zhuanlan.zhihu.com/p/605331104)**
 - \[2023-02-07][Forbes] **The Next Generation Of Large Language Models [Link](https://www.notion.so/Awesome-LLM-40c8aa3f2b444ecc82b79ae8bbd2696b)**
 - \[2023-01-26][NVIDIA] **What Are Large Language Models Used For? [Link](https://www.notion.so/Awesome-LLM-40c8aa3f2b444ecc82b79ae8bbd2696b)**