Python

Exploring Open Source Copilot: Do It Yourself

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Exploring Open Source Copilot: Do It Yourself

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and corporate researchers. The Vision of the Community is to promote communication between the machine learning and natural language processing academia, industry, and enthusiasts, especially … Read more

The Role and Function of AIGC in Computer Education

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The Role and Function of AIGC in Computer Education

0 Introduction Since OpenAI released ChatGPT on November 30, 2022, AIGC has rapidly attracted widespread attention, followed by explorations and discussions on its applications in various fields, including higher education. On July 10, 2023, the National Internet Information Office and seven other departments jointly announced the “Interim Measures for the Management of Generative Artificial Intelligence … Read more

Using GPT Plugins to Assist Programming Education

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Using GPT Plugins to Assist Programming Education

Click the blue text to follow us Recently, the popularity of GPT has not diminished, especially after the opening of the GPT plugin market, which is generally considered to be as significant as Apple’s “App Store” back in the day. On the surface, this seems unrelated to our education and teaching, as due to OpenAI’s … Read more

Using Cursor to Generate Harmony Audio Code

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Using Cursor to Generate Harmony Audio Code

Cursor has been very popular recently. Even those who do not understand programming can communicate with it using natural language and write very professional code. After communicating with it for several hours, I had it write a piece of code that can generate harmony audio. Perhaps in the future, by inputting a score for a … Read more

Enhancing AI Literacy for Graduate Students in the AI Era

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Enhancing AI Literacy for Graduate Students in the AI Era

Artificial Intelligence Frontier Recently, a dark horse emerged in the AI field – DeepSeek! This domestic AI model, with its powerful coding capabilities and high cost-performance ratio, has quickly swept major technology forums, becoming the new favorite among programmers. The emergence of domestic AI models like DeepSeek once again confirms the rapid development and immense … Read more

The Amazing Transformer Algorithm Model

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The Amazing Transformer Algorithm Model

Hi everyone! Today, I will introduce an amazing machine learning model – the Transformer. Many people are familiar with the Transformer, but some may be a bit unclear, so let’s discuss it today~ Basic Principles The Transformer is a neural network model that uses the attention mechanism to effectively handle sequential data, such as sentences … Read more

60 Lines of Code to Build Your Own GPT Model

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60 Lines of Code to Build Your Own GPT Model

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and researchers in enterprises. The vision of the community is to promote communication and progress among the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from … Read more

Building a Simplest GPT Model in 400 Lines of Code

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Building a Simplest GPT Model in 400 Lines of Code

Source | Asynchronous | Book Giveaway at the End 01 How to Build the Simplest GPT What is the Learning Method for GPT? Borrowing the famous quote from Linus, “talk is cheap, show me the code”, there is nothing more suitable than building a GPT from scratch. Some students may be intimidated, thinking that something … Read more

How to Build an Intelligent Agent

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How to Build an Intelligent Agent

Building an intelligent agent typically involves several steps, from problem definition, model selection, training, to deployment. This process applies to various types of agents, including those used in reinforcement learning, planning, and robotic control. Here are the general steps for building an agent: 1. Define the Problem and Task Before constructing an agent, it is … Read more

Introduction to Deepseek Janus-Pro Multimodal Framework

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Introduction to Deepseek Janus-Pro Multimodal Framework

Introduction to Deepseek Janus-Pro Multimodal Framework Overview Introduction Janus-Pro is a novel self-regressive framework that unifies the capabilities of multimodal understanding and generation. By decomposing visual encoding into independent channel processing while still employing a single, unified transformer architecture for computation, Janus-Pro addresses the limitations of previous methods. This decoupling not only alleviates the role … Read more