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所在平台: Udemy |
课程主页: https://www.udemy.com/course/llms-unlocked-open-source-and-chatgpt-no-code-low-code/
课程评论：没有评论
**课程概述：解锁大语言模型 - 开源与ChatGPT，无需代码/低代码** 本课程将带领您探索令人着迷的大语言模型（LLM）世界，无需深入的编程基础，即可通过Python进行低代码甚至无代码的操作。我们将重点关注两大领域： 1. **开源模型：** 深入了解如Google的Gemma:7b或Meta的Llama3等优秀的开源模型，并学习如何利用免费软件在本地运行它们，无需联网。您将有机会亲身体验这些模型带来的惊人效果，并可以根据硬件条件进行灵活的实验。 2. **ChatGPT API：** 探索业界翘楚OpenAI及其高效的GPT模型（ChatGPT）。我们将学习如何使用ChatGPT API，了解其卓越的性能和成本效益（课程前提条件包含价值5美元的起始积分）。您将学会如何以批量或流式的方式获取模型响应。 **课程亮点：** * **零基础入门：** 无论您是否有Python基础，都可以轻松学习。课程提供低代码（少量Python）和无代码的操作选项。 * **本地运行 LLM：** 利用免费工具，在本地离线环境中运行强大的开源模型。 * **ChatGPT API 应用：** 学习如何调用和使用ChatGPT API，获取高质量的文本生成结果。 * **项目实战：** 课程的最终环节将共同构建一个使用Streamlit框架的简单Web前端，用于我们的流式LLM API。 * **硬件兼容性：** 了解本地运行LLM的硬件要求。 如果您对人工智能（AI）和LLM的强大能力充满好奇，渴望亲自体验，那么这门课程将是您的绝佳选择。加入我们，开启一段激动人心的AI探索之旅！ **更多详情请参阅课程前提条件。**
"In today's digital age, you're likely familiar with ChatGPT - a name synonymous with powerful language models.Welcome to the captivating world of Large Language Models (LLMs)!This course takes you on an exploratory journey through the LLM landscape, no code as well as low code powered by Python. We delve into not only open-source models but also the official ChatGPT API.Utilizing free additional software, we enable the operation of these models locally without the need for an internet connection. This allows you to experiment with various models, both with and without coding (please note the hardware requirements).Discover how some open-source models, like Google's Gemma:7b or Llama3, can deliver astonishing results. We also examine the industry leader, OpenAI, and its efficient GPT models (ChatGPT), which not only promise top-notch performance but are also cost-effective (see course prerequisites for a starting credit of $5).We'll familiarize you with fetching responses in both batch and streaming modes.As a grand finale, we'll jointly develop a small web frontend (using Streamlit) for our streaming LLM API.No prior experience is required, though basic Python knowledge is helpful. This course is tailored for beginners and includes both low-code (minimal Python coding) and no-code options.Are you ready to dive into the exciting world of Artificial Intelligence and explore the capabilities of LLMs? Join us on this exhilarating journey and gain valuable insights. More details are available in the course prerequisites."
