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Myshell AI and scholars from MIT have suggested JetMoE-8B: an ultra-efficient Language Model (LLM) capable of attaining LLaMA2-Level training at just $0.1 million.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Multimodal AI, New Releases, Staff, Tech News, Technology, UncategorizedApril 6, 202436Views0Likes0Comments
Artificial Intelligence (AI) is a rapidly advancing field that often requires hefty investments, predominantly accessible to tech giants like OpenAI and Meta. However, an exciting breakthrough presents an exception to this norm—turning the tide in favor of democratizing AI development. Researchers from MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) and Myshell AI have demonstrated…

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Cohere AI has unveiled C4AI Command R+: An open weight research deployment of a model boasting 104 billion parameters. This sophisticated model comes equipped with advanced features, including tools such as RAG.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, New Releases, Staff, Tech News, Technology, UncategorizedApril 6, 202438Views0Likes0Comments
As artificial intelligence (AI) continues to expand, new developments are continually ushering in advances in the field. One of these latest innovations is the C4AI Command R+ from Cohere. This model boasts a staggering 104 billion parameters, and stands alongside prominent models like the GPT-4 Turbo and Claude-3 in various computational tasks. Rooting itself firmly…

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A new architecture named ViTAR (Vision Transformer with Any Resolution) is introduced in this AI research paper from China.

AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 6, 202438Views0Likes0Comments
The Transformer architecture has been highly beneficial in natural language processing (NLP) sparking an increased interest in its application within the computer vision (CV) community. Vision Transformers (ViTs), which apply the Transformer's architecture to vision tasks, have shown great promise across a variety of applications including image classification, object detection, and video recognition. However, ViTs…

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Cohere AI has launched C4AI Command R+, an open weights scientific distribution of a model with 104 billion parameters. It is equipped with sophisticated features such as the RAG tool, among others.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, New Releases, Staff, Tech News, Technology, UncategorizedApril 6, 202438Views0Likes0Comments
Cohere, the company pioneering advancements in artificial intelligence (AI), has unveiled its latest innovation - the C4AI Command R+. The model is cutting-edge, with an impressive 104 billion parameters, making it one of the most advanced in the field compared to its predecessors and contemporaries such as Claude-3, Mistral-large, and even GPT-4 Turbo. The primary…

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GPT-Based Digital Twin Technique: A Comprehensive Language Model for Establishing Digital Twins in Clinical Trials

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 5, 202435Views0Likes0Comments
Clinical trials are crucial for medical advancements as they evaluate the safety and efficacy of new treatments. However, they often face challenges including high costs, lengthy durations, and the need for large numbers of participants. A significant challenge in optimizing clinical trials is accurately predicting outcomes. Traditional methods of research, dependent on electronic health records…

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This research in machine learning provides an examination of enhancing differential privacy in high-dimensional linear models: striking a balance between data confidentiality and accuracy.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 5, 202437Views0Likes0Comments
In the field of data science, linear models such as logistic and linear regression are highly valued due to their simplicity and efficacy in creating meaningful inferences from data. They are particularly useful in scenarios where there is a linear relationship between outcomes and input variables, aiding in predicting customer demand, assessing medical risks, and…

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Gretel AI Unveils the Biggest Open Source Text-to-SQL Dataset to Speed Up AI Model Training

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, New Releases, Staff, Tech News, Technology, UncategorizedApril 5, 202437Views0Likes0Comments
In an era where data accuracy heavily influences the effectiveness of Artificial Intelligence (AI) systems, Gretel has launched the largest and most diverse open-source Text-to-SQL dataset. This ground-breaking initiative will hasten the training of AI models and boost the quality of data-driven insights across various sectors. The synthetic_text_to_sql dataset, available on Hugging Face, contains 105,851 records,…

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Introducing ChemBench: A Device Learning Infrastructure Crafted to Thoroughly Assess the Chemical Comprehension and Logical Skills of Language Model Machines.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 5, 202442Views0Likes0Comments
The field of chemistry has been positively impacted by the boom in artificial intelligence research, specifically through the introduction of large language models (LLMs). These models have the ability to sift through, interpret, and analyze extensive datasets, often encapsulated in dense textual formats. The utilization of these models has revolutionized tasks associated with chemical properties…

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Neural Network with Condition Awareness (CAN): A Novel AI Technique for Incorporating Control into Image-Creating Models

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 5, 202436Views0Likes0Comments
A new method for manipulating and improving control levels in image generative models has been introduced by researchers from MIT, Tsinghua University, and NVIDIA. The technique, known as Condition-Aware Neural Network (CAN), enhances the image generation process by variably adjusting the neural network's weight. This is achieved via a condition-aware weight generation module which generates…

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TFB: A Free-to-Use Machine Learning Repository Developed for Time Series Analysts

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 5, 202436Views0Likes0Comments
Robust benchmarks are essential for researchers as they provide a strict framework for evaluating novel methods across an array of datasets. These benchmarks contribute significantly to the advancement of the industry by fostering innovation and ensuring fair comparisons among competing methods. However, existing benchmarks for Time Series Forecasting (TSF) are limited in their ability to…

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