本文是基于《深度学习中的数学》一书中的思想，旨在从本文起系列阐述深度学习技术背后的数学原理，给想要对深度学习更进一步了解的读者提供一个可以查阅的底层原理资料。本文共分为四个部分，此为第四部分。
机器学习和深度学习概述(三)
Posted on
Edited on
本文是基于《深度学习中的数学》一书中的思想，旨在从本文起系列阐述深度学习技术背后的数学原理，给想要对深度学习更进一步了解的读者提供一个可以查阅的底层原理资料。本文共分为四个部分，此为第三部分。
机器学习和深度学习概述(二)
Posted on
Edited on
本文是基于《深度学习中的数学》一书中的思想，旨在从本文起系列阐述深度学习技术背后的数学原理，给想要对深度学习更进一步了解的读者提供一个可以查阅的底层原理资料。本文共分为四个部分，此为第二部分。
机器学习和深度学习概述(一)
Posted on
Edited on
本文是基于《深度学习中的数学》一书中的思想，旨在从本文起系列阐述深度学习技术背后的数学原理，给想要对深度学习更进一步了解的读者提供一个可以查阅的底层原理资料。本文共分为四个部分，此为第一部分。
基于 LangChain 构建智能客服 AI Agent 案例实践
Posted on
Edited on
本文是基于上篇LangChain应用开发框架学习路径, 构建智能客服AI Agent 案例。通过该案例实践，引发进一步的思考并最终总结出开发AI Agent必备技能。
LangChain开发框架学习路径
Posted on
Edited on
本文是对LangChain应用开发框架的总体架构和关键技术的解读。以大纲的形式，辅以图形展示出LangChain开发框架的主要技术学习路径，做为初始接触该技术的学习者的入门指南。
Paper reading: Gemma: Open Models Based on Gemini Research and Technology
Posted on
Edited on
Google DeepMind has released Gemma, a series of open models inspired by the same research and technology used for Gemini. This article summarized the main parts of paper Gemma: Open Models Based on Gemini Research and Technology and shown the basic way for running this model on local devices. Then give a conclusion on this model.
2023年大模型研究现状综述
Posted on
Edited on
This article reviews the current status of large model research in 2023. It summarizes the various stages of large model development this year and the contributions of major research institutions to large model research. It also summarizes and summarizes the current mainstream types of large models. On this basis, some thoughts and prospects about the future development of large-model technology were made.
Paper Reading: Cramming- Training a Language Model on a Single GPU in One Day
Posted on
IBM's NLP research expert Leshem Choshen commented on Twitter, "This paper summarizes all the big model training trips you can think of.
6 Artificial Intelligence Tools for Chat
Posted on
This article will introduce 6 practical and efficient free AI chat tools.
ChatGPT: The Chatbot program developed by OpenAI in the United States, released on November 30, 2022. ChatGPT is a Natural language processing tool driven by artificial intelligence technology. It can communicate by understanding and learning human language, and interact according to the context of chat, so as to chat and communicate like human beings. Conversational artificial intelligence is trained based on a large amount of text from 2021 and before, and its use is free, but accelerating response and usage during peak demand periods requires a monthly payment of $20.