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Efficiency in Large Language Models is being Redefined through Task-Indifferent Methods: A Collaboration between Tsinghua University & Microsoft on LLMLingua-2 Combines Data Refinement with Prompt Condensation

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 23, 202441Views0Likes0Comments
Researchers from Tsinghua University and Microsoft Corporation have unveiled a groundbreaking study known as LLMLingua-2, as part of a collaborative effort that reinforces the cruciality of interdisciplinary research. The study primarily focuses on improving the efficiency of language models, which play a pivotal role in ensuring fluent communication between humans and machines. The core challenge…

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HyperGAI Launches HPT: A Revolutionary Series of Top-tier Multimodal LLMs

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Multimodal AI, Staff, Tech News, Technology, UncategorizedMarch 23, 202435Views0Likes0Comments
Researchers from HyperGAI have developed a ground-breaking new multimodal language learning model (LLMs) known as Hyper Pretrained Transformers (HPT) that can proficiently handle and process seamlessly, a wide array of input modalities, such as text, images, and videos. Existing LLMs, like GPT-4V and Gemini Pro, have limitations in comprehending multimodal data, which hinders progress towards…

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Researchers at Google DeepMind have unveiled TacticAI, an innovative deep learning system that is transforming the strategic approach to football.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Tech News, Technology, UncategorizedMarch 23, 202430Views0Likes0Comments
Football has forever been an arena for tactical and strategic gameplay, but artificial intelligence (AI) is revolutionizing the field, offering insights beyond human intuition. DeepMind Researchers have introduced TacticAI, an AI assistant developed using the principles of geometric deep learning to analyze and optimize football's set-pieces like corner kicks. TacticAI learns by analyzing multiple examples of…

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Comparing Microsoft Bing AI and Google Bard AI: A Comparative Analysis of Generative AI in Search Engines

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 23, 202443Views0Likes0Comments
Generative AI technologies have transformed the landscape of search engines, with Microsoft Bing AI and Google Bard AI leading the charge. They use advanced AI models to revolutionise the way we search and interact with online information. Microsoft Bing AI is an AI-enabled assistant designed to improve our interaction with digital information. It integrates with…

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Introducing the OCR Toolkit: A Flexible Python Package Ideal for Effortlessly Incorporating and Experimenting with Different OCR and Object Detection Platforms

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Tech News, Technology, UncategorizedMarch 23, 202436Views0Likes0Comments
Optical Character Recognition (OCR) is a technology that transforms images of text into editable and searchable data. In the modern digital era, OCR becomes a prevalent tool, but it often presents challenges for users due to its complex coding. Developers and researchers often find it difficult making it work smoothly for them. To address these challenges,…

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The RAFT Method: Instructing AI in Language to Evolve into Field Specialists

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 23, 202436Views0Likes0Comments
Language models such as GPT-3 have demonstrated impressive general knowledge and understanding. However, they have limitations when required to handle specialized, niche topics. Therefore, a deeper domain knowledge is necessary for effectively researching specific subject matter. This can be equated to asking a straight-A high school student about quantum physics. They might be smart, but…

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RAGTune: A Tool for Automated Adjustment and Enhancement of the RAG (Retrieval-Augmented Generation) Process

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 22, 202440Views0Likes0Comments
In the field of Natural Language Processing (NLP), optimizing the Retrieval-Augmented Generation (RAG) pipeline often presents a significant challenge. Developers strive to strike the right balance among various components such as large language models (LLMs), embeddings, query transformations, and re-rankers in order to achieve optimal performance. With a lack of effective guidance and user-friendly tools,…

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Exploring the Terrain: The Influence and Administration of Open Foundation Structures in AI

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 22, 202438Views0Likes0Comments
Open foundation models like BERT, CLIP, and Stable Diffusion signify a new era in the technology space, particularly in artificial intelligence (AI). They provide free access to model weights, enhancing customization, and accessibility. While this development brings benefits to innovation and research, it also introduces fresh risks and potential misuse, which has initiated a critical…

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DiPaCo: A Component-Based Framework and Learning Method for Machine Learning Models – An Innovative Structure for Model Distribution

AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 22, 202446Views0Likes0Comments
Machine Learning (ML) and Artificial Intelligence (AI) are fields that have made significant progress due to the use of larger neural network models and training these models on massive data sets. This progression has occurred through data and model parallelism techniques and pipelining methods, which distribute computational tasks across multiple devices at the same time. Despite…

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Data Interpreter: An Agent Built on LLM Specifically for the Purpose of Data Science Field

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 22, 202436Views0Likes0Comments
Researchers from several esteemed institutions, including DeepWisdom, have launched a groundbreaking tool for data science problem-solving called the Data Interpreter. This solution leverages Large Language Models (LLMs) to address intricate challenges in the field of data science, marking a novel approach to navigating the vast and ever-changing data world. The Data Interpreter was conceived through…

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GitHub reveals an AI-driven tool designed to auto-correct vulnerabilities in code.

AI Shorts, AI Tool, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 22, 202434Views0Likes0Comments
GitHub, a popular platform that provides hosting for software development and version control using Git, recently launched its code scanning autofix feature, a significant development in the world of digital security. Available to all GitHub Advanced Security customers, the new feature merges GitHub's Copilot real -time support with the analytical abilities of its semantic code…

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