Generative AI use cases, project lifecycle, and model pre-training Week 2 Module 2 Fine-tuning and evaluating large language models Week 3 Module 3 Reinforcement learning and LLM-powered applications Course Auditing Coursera DeepLearning.AI
A Survey on Large Language Model based Autonomous Agents;Lei Wang et al Video Understanding with Large Language Models: A Survey;Yunlong Tang et al A Survey of Preference-Based Reinforcement Learning Methods;Christian Wirth et al AI Alignment: A Comprehensive Survey;Jiaming Ji et al ...
Large language models (LLMs), such as OpenAI’s GPT-4, Google’s Bard or Meta’s LLaMa, have created unprecedented opportunities for analysing and generating language data on a massive scale. Because language data have a central role in all areas of psychology, this new technology has the ...
随着人工智能技术的迅猛发展,大语言模型(Large Language Model,简称LLM)作为其中的佼佼者,正逐渐引领着自然语言处理领域的新风潮。Large Language Model Course,作为一门涵盖了LLM基础原理、科学家视野及工程师实践等多个维度的综合性课程,无疑是学习和掌握这一前沿技术的理想之选。 一、LLM基础原理:构建语言理解的桥梁...
Our mission is to revolutionize the use of Large Language Models on edge and limited-resource devices such as laptops and phones. We aim to achieve this by focusing on model compression and capability expansion techniques, including compression, quantization, sparsification, and the extension of ...
Of course, an AI model trained on the open internet with little to no direction sounds like the stuff of nightmares. And it probably wouldn't be very useful either, so at this point, LLMs undergo further training and fine-tuning to guide them toward generating safe and useful responses. ...
This branch is15 commits behindmlabonne/llm-course:main. README License 🗣️ Large Language Model Course 🐦Follow me on X• 🤗Hugging Face• 💻Blog• 📙Hands-on GNN• 🗣️Interactive GPT The LLM course is divided into three parts: ...
Over the course of several weeks, participants will learn how to extract actionable insights, optimize business operations, and streamline workflows, all with the help of large language models. During Week 1, participants will be introduced to the basics of large language models like GPT, and ...
Introduction to Large Language Models with OpenAI. In this first section of the course, we will learn to work with the OpenAI API by creating two small projects. We'll delve into OpenAI's roles and how to provide the necessary instructions to the model through the prompt to make it behave...
Large language models (LLMs) are the underlying technology that has powered the meteoric rise of generative AI chatbots. Tools like ChatGPT, Google Bard, and Bing Chat all rely on LLMs to generate human-like responses to your prompts and questions. But just what are LLMs, and how do the...