|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/building-chatgpt-style-agents/
课程评论：没有评论
课程名称：微调基础：解锁大型语言模型（LLMs）的潜力 课程概述：本课程专为那些时间有限但充满好奇心的学习者设计，旨在揭示ChatGPT背后的原理以及如何根据个人需求进行调整。通过大约90分钟的学习，您将深入理解这项前沿技术的核心概念。 课程内容： - 自注意力机制、变换器和语言模型的简要概述 - 低秩适配（Low Rank Adaptation）用于微调LLMs - 解码模型的推理方法 学习目标： - 理解并微调大型语言模型：深入了解支持这些先进对话系统的研究和工程。 - 快速动手：参加快节奏的实践模块，让您能够使用开源工具设置和与自己的LLM进行交互。 - 基本原则：尽管课程进展快速，您将不断吸收在对话式AI领域中始终适用的核心概念。 适合人群： - 时间紧迫的爱好者：特别适合日程繁忙但希望理解AI的个人，课程承诺仅需90分钟。 - 中级水平：要求具备初学者到中级的机器学习知识。 - 专业人士与爱好者：无论您是将AI融入工作流程还是出于兴趣探索，本课程以简洁的格式提供了LLM的基本知识。 课程特色： - 快速教程：互动性强的简短课程，直奔主题，确保在最短时间内获得最大学习效果。 - 专家见解：获取精简的专业见解，关注LLM领域的重点。 - 社区支持：接入一个活跃的社区，快速解答问题、讨论和协作学习。 加入我们，快速探索微调自己的LLM的迷人世界。如果时间不允许但好奇心驱动您，欢迎报名参加，开启您的学习之旅！
Overview (Edited based on Student Feedback):Ever been curious about the mechanics behind ChatGPT and how to adapt it for your usecase? Dive into this concise, intermediate-level course, tailored for those with limited time but an immense curiosity. In just around 90 minutes, we'll demystify the core concepts of this cutting technology. Topics Covered:A brief overview of Self Attention, Transformers and Language ModelsLow Rank Adaptation for finetuning LLMsInference for decoder modelsWhat You'll Learn:Understanding and Finetuning LLMs: Delve deep into the research and engineering that powers these advanced conversational systems.Quick and Hands-On: Engage with fast-paced, hands-on modules that lead you to set up and interact with your own LLM using open-source tools.Foundational Principles: Even as we navigate swiftly through the topic, the core concepts you'll absorb remain consistently foundational across the entire field of conversational AI.Who This Course Is For:Time-Bound Enthusiasts: Perfect for individuals with hectic schedules but a passion to understand AI-no lengthy commitments, just pure learning. The commitment required for this course is 90 minutes.Suitable for Intermediate level (Edited based on Student Feedback): A beginner-to-intermediate level of Machine Learning knowledge is expected.Professionals & Hobbyists: Whether you're integrating AI into your workflow or just exploring out of passion, this course gives you the LLM essentials in a compact format.Course Features:Rapid Tutorials: Quick, interactive lessons that get straight to the point, ensuring maximum learning in minimal time.Expert Insights: Benefit from streamlined insights, focusing on what truly matters in the LLM realm.Community Support: Access a bustling community for swift answers, discussions, and collaborative learning.Embark on a fast-paced journey through the fascinating world of finetuning your own LLM. If time's not on your side but curiosity is, this is your ideal pit stop. Dive in, absorb, and come out enriched-enroll now!
