Book Giveaway at the End The Expert Created a Translation Agent Leading figure in the field of artificial intelligence, Stanford University professor Andrew Ng, recently released an open-source project for a machine translation intelligent agent — translation-agent. This project implements a large model translation application based on a reflective workflow. Currently, this project has already … Read more
Will agents become the key to unlocking AGI? The Fudan NLP team comprehensively explores LLM-based Agents. Recently, the Fudan University Natural Language Processing team (FudanNLP) released a survey paper on LLM-based Agents, spanning 86 pages and citing over 600 references! The authors start from the history of AI Agents and provide a comprehensive overview of … Read more
Source: Datawhale Datawhale Insights Author: Chen Andong, Datawhale Member Introduction In the current information age, the development speed and influence of Large Language Models (LLMs) are increasingly significant. The powerful reasoning and generation capabilities of large models make them the best components for building intelligent agents. This content is derived from Datawhale’s open-source course “Fundamentals … Read more
In the past year, the rapid development of general large language models (LLMs) has attracted global attention. Tech giants like Baidu have launched their own large models, continuously pushing the performance limits of language models. However, the industry’s goals for LLMs are no longer limited to basic Q&A functions, but are seeking to utilize large … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences such as NLP graduate students, university professors, and corporate researchers. The Community’s Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from … Read more
LLM (Large Language Model) Definition: Large Language Models are AI models designed to understand and generate natural language text. They are typically based on deep learning techniques and trained on vast amounts of text data. Examples: GPT-3, GPT-4 (provided by OpenAI) BERT (provided by Google) T5 (provided by Google) Application Scenarios: Text generation Translation Sentiment … Read more
Recently, NVIDIA launched the Jetson Generative AI Lab, enabling developers to explore the endless possibilities of generative AI in the real world through NVIDIA Jetson edge devices. Unlike other embedded platforms, Jetson can run large language models (LLM), vision transformers, and stable diffusion locally, including the Llama-2-70B model running interactively on Jetson AGX Orin. Figure … Read more
Recently, NVIDIA launched the Jetson Generative AI Lab, enabling developers to explore the limitless possibilities of generative AI in the real world using NVIDIA Jetson edge devices. Unlike other embedded platforms, Jetson can run large language models (LLMs), visual transformers, and stable diffusion locally, including the Llama-2-70B model running interactively on Jetson AGX Orin. Figure … Read more
Follow the public account “Learn Algorithms in Five Minutes” Set as “Starred“, let’s learn together every day! The password mentioned here is not the same concept as the passwords we usually use. This article discusses encryption algorithms that primarily solve the problem of encryption and decryption in information transmission. It assumes that the data transmission … Read more
A Revolutionary Algorithm Earth-Shattering A cryptographic algorithm that can only be cracked by computational power 1 The History of Cryptography 5th Century BC, the ancient Greeks used a stick called scytale to transmit encrypted messages. To encrypt, a strip of paper was wrapped around the stick, and the message was written horizontally along the stick. … Read more