https://elated-raman-42e0c2.netlify.app/tags/gpt/Recent content in Gpt on Sawyer Zheng's BlogHugozh-cnWed, 24 Sep 2025 14:10:50 +0800https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/llm/read_notes/Mon, 03 Jul 2023 00:00:00 +0000https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/llm/read_notes/<div id="outline-container-headline-1" class="outline-2"> <h2 id="headline-1"> 论文：GPT Self-Supervision for a Better Data Annotator </h2> <div id="outline-text-headline-1" class="outline-text-2"> <p>参考：</p> <ul> <li><a href="https://arxiv.org/abs/2306.04349">https://arxiv.org/abs/2306.04349</a></li> </ul> <div id="outline-container-headline-2" class="outline-3"> <h3 id="headline-2"> 流程分析 </h3> <div id="outline-text-headline-2" class="outline-text-3"> <ul> <li> <p>one shot tuning</p> <ul> <li>找到最优 template (template_input_i, template_summary_i)</li> <li>input data –&gt; summary –&gt; recover data</li> <li> <p>feedback values ?</p> <ul> <li>similar alignment</li> </ul> </li> <li> <p>instruction, template, support data {w, t, x}.</p> <ul> <li>w: instruction</li> <li> <p>t: template</p> <ul> <li>样本</li> <li>样本 summary</li> </ul> </li> <li>x: input data</li> </ul> </li> <li> <p>$$s_i \leftarrow F(x_i| t_i, w_g, \theta)$$ 生成 summary 过程</p>https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/openai/prompt_engineering/Thu, 27 Apr 2023 00:00:00 +0000https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/openai/prompt_engineering/<div id="outline-container-headline-1" class="outline-2"> <h2 id="headline-1"> Prompt Engineering 提示工程 </h2> <div id="outline-text-headline-1" class="outline-text-2"> <p>参考：</p> <ul> <li><a href="https://zhuanlan.zhihu.com/p/608495853?utm_medium=social&amp;utm_oi=46288443801600&amp;utm_psn=1613575220996038656&amp;utm_source=wechat_session&amp;s_r=0">ChatGPT火爆，最全prompt工程指南登GitHub热榜，标星4.7k！ - 知乎</a></li> <li><a href="https://github.com/dair-ai/Prompt-Engineering-Guide">GitHub - dair-ai/Prompt-Engineering-Guide: Guides, papers, lecture, and resou…</a></li> <li> <p>官方教程</p> <ul> <li> <p><a href="https://learn.deeplearning.ai/chatgpt-prompt-eng/lesson/1/introduction">DLAI - Learning Platform Beta</a></p> <ul> <li>由吴恩达和 openai 员工一起完成</li> <li>包含 jupyter notebook 演示</li> </ul> </li> </ul> </li> </ul> <p> 文档：</p> <ol> <li><a href="https://github.com/dair-ai/Prompt-Engineering-Guide/blob/main/lecture/Prompt-Engineering-Lecture-Elvis.pdf">Prompt-Engineering-Lecture-Elvis.pdf</a></li> </ol> </div> </div> <div id="outline-container-headline-2" class="outline-2"> <h2 id="headline-2"> 自动提示词工程工具 </h2> <div id="outline-text-headline-2" class="outline-text-2"> <p>参考：</p> <ol> <li> <p><a href="https://github.com/stanfordnlp/dspy">GitHub - stanfordnlp/dspy: DSPy: The framework for programming—not prompting—…</a></p>https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/openai/openai/Thu, 09 Feb 2023 00:00:00 +0000https://elated-raman-42e0c2.netlify.app/post/notes/ai/nlp/openai/openai/<div id="outline-container-headline-1" class="outline-2"> <h2 id="headline-1"> 访问 </h2> <div id="outline-text-headline-1" class="outline-text-2"> <ul> <li><a href="https://platform.openai.com/overview">https://platform.openai.com/overview</a></li> <li>chat-gpt: <a href="https://chat.openai.com/">https://chat.openai.com/</a></li> </ul> </div> </div> <div id="outline-container-headline-2" class="outline-2"> <h2 id="headline-2"> prompt 工具 </h2> <div id="outline-text-headline-2" class="outline-text-2"> <ul> <li>langchain</li> <li> <p>kor</p> <ul> <li><a href="https://eyurtsev.github.io/kor/">Kor — 😼 Kor 0.10.0</a></li> </ul> </li> <li> <p>promptify</p> <ul> <li><a href="https://promptify.readthedocs.io/en/latest/">Welcome to Promptify’s documentation! — Promptify 0.1.4 documentation</a></li> </ul> </li> </ul> <div id="outline-container-headline-3" class="outline-3"> <h3 id="headline-3"> 关系抽取 </h3> <div id="outline-text-headline-3" class="outline-text-3"> <ul> <li>kor</li> <li>promptify</li> </ul> </div> </div> </div> </div> <div id="outline-container-headline-4" class="outline-2"> <h2 id="headline-4"> 利用 chatgpt 的工具 </h2> <div id="outline-text-headline-4" class="outline-text-2"> <ol> <li> <p><a href="https://www.askcorpora.com/">https://www.askcorpora.com/</a></p> <ul> <li>搜索 pdf, 使用了 chatgpt 的语义转换</li> </ul> </li> <li> <p>Promptify</p> <ul> <li><a href="https://github.com/promptslab/Promptify">GitHub - promptslab/Promptify: Prompt Engineering | Use GPT or other prompt b…</a></li> <li>使用 openai 解决 nlp 创建问题， eg: 1. 命名实体识别 NER 2. 关系抽取</li> </ul> </li> <li> <p>chatpdf</p>