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ST-LLM: An Efficient Video-LLM Framework Incorporating Spatial-Temporal Sequence Modeling within LLM

AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 8, 202476Views0Likes0Comments
Artificial general intelligence has advanced significantly, thanks in part to the capabilities of Large Language Models (LLMs) such as GPT, PaLM, and LLaMA. These models have shown impressive knowledge and generation of natural language, highlighting the direction of future AI. However, while LLMs excel at text processing, video processing with complex temporal information remains a…

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LASP: A Streamlined Machine Learning Technique Specifically Designed for Linear Attention-Based Linguistic Models

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 8, 202472Views0Likes0Comments
Researchers from the Shanghai AI Laboratory and TapTap have developed a Linear Attention Sequence Parallel (LASP) technique that optimizes sequence parallelism on linear transformers, side-stepping the limitations led by the memory capacity of a single GPU. Large language models, due to their significant size and long sequences, can place a considerable strain on graphical unit…

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IsoBench: A Benchmark Dataset for Artificial Intelligence covering Four Broad Domains: Mathematics, Science, Algorithms, and Gaming.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 8, 202481Views0Likes0Comments
Large language models and multimodal foundation models like GPT4V, Claude, and Gemini, that blend visual encoders and language models, have made profound strides in the realms of Natural Language Processing (NLP) and Natural Language Generation (NLG). They show impressive performance when working with text-only inputs or a combination of image and text-based inputs. Nonetheless, queries…

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SILO AI Unveils Upcoming Viking Model Family: A Freely Available Language Model for Nordic languages, English, and Coding Languages.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, New Releases, Staff, Tech News, Technology, UncategorizedApril 8, 202475Views0Likes0Comments
Artificial intelligence (AI) continues to make significant strides forward with the development of Viking, a cutting-edge language model designed to cater to Nordic languages alongside English and a range of programming languages. Developed by Silo AI, Europe's largest private AI lab in partnership with the TurkuNLP research group at the University of Turku and HPLT,…

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Strategies for Successful Database Management and Integration Using APIs

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 8, 202487Views0Likes0Comments
API (Application Programming Interface) strategies are crucial for successful database management and integration in today's rapidly changing digital landscape. These strategies allow businesses to fuse diverse applications and databases, enabling operational efficiency, insightful data analysis, and superior customer experiences. APIs act as a bridge, facilitating interaction between applications and databases without needing to understand the underlying…

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Consolidating Neural Network Development using Category Theory: An All-Encompassing Structure for Deep Learning Design

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 7, 202473Views0Likes0Comments
Deep learning researchers have long been grappling with the challenge of designing a unifying framework for neural network architectures. Existing models are typically defined by a set of constraints or a series of operations they must execute. While both these approaches are beneficial, what's been lacking is a unified system that seamlessly integrates these two…

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NAVER Cloud’s research team presents HyperCLOVA X: A Multilingual Language Model specially designed for the Korean language and culture.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 7, 202478Views0Likes0Comments
The development of large language models (LLMs) has historically been English-centric. While this has often proved successful, it has struggled to capture the richness and diversity of global languages. This issue is particularly pronounced with languages such as Korean, which boasts unique linguistic structures and deep cultural contexts. Nevertheless, the field of artificial intelligence (AI)…

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This research on Machine Learning presents a structure known as Mechanistic Architecture Design (MAD) pipeline, which integrates unit tests for small-scale capacities that can predict scaling laws.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 7, 202468Views0Likes0Comments
Deep learning architectures require substantial resources due to their vast design space, lengthy prototyping periods, and high computational costs related to large-scale model training and evaluation. Traditionally, improvements in architecture have come from heuristic and individual experience-driven development processes, as opposed to systematic procedures. This is further complicated by the combinatorial explosion of possible designs…

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Scientists at Microsoft AI suggest LLM-ABR: A newly developed machine learning system that uses LLMs for the creation of adaptive bitrate (ABR) algorithms.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 7, 202465Views0Likes0Comments
Large Language Models (LLMs) have become increasingly influential in many fields due to their ability to generate sophisticated text and code. Trained on extensive text databases, these models can translate user requests into code snippets, design specific functions, and even create whole projects from scratch. They have numerous applications, including generating heuristic greedy algorithms for…

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A Novice’s Guide on Utilizing Google Colab

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 7, 202484Views0Likes0Comments
Google Colab, also known as Google Colaboratory, is a free cloud service that enables Python programming and machine learning. The platform is praised for its ease of setup, effortless sharing capability, availability of free and premium GPUs, and as such, is utilized by students, data scientists, and artificial intelligence researchers. This article discusses how to…

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Scientists from Intel Labs have unveiled LLaVA-Gemma, a compact vision-language module utilizing two versions of the Gemma Large Language Model, namely Gemma-2B and Gemma-7B.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 7, 202469Views0Likes0Comments
Recent advancements in large language models (LLMs) and Multimodal Foundation Models (MMFMs) have sparked a surge of interest in large multimodal models (LMMs). LLMs and MMFMs, including models such as GPT-4 and LLaVA, have demonstrated exceptional performance in vision-language tasks, including Visual Question Answering and image captioning. However, these models also require high computational resources,…

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