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The Advancement from Llama 2 to Llama 3: Meta’s Progression in Open-Source Language Models

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 28, 202434Views0Likes0Comments
Meta's advancements in open-source language models (LLMs) have led to the development of the Llama series, providing users with a platform for experimentation and innovation. Llama 2 advanced this pursuit, utilizing 2 trillion tokens of data from publicly available online sources and 1 million human annotations. The program incorporated safety and practicality by employing reinforcement…

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Unleashing the Capabilities of SirLLM: Progress in Enhancing Memory Retention and Attention Systems.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 28, 202432Views0Likes0Comments
The rapid advancement of large language models (LLMs) has paved the way for the development of numerous Natural Language Processing (NLP) applications, including chatbots, writing assistants, and programming tools. However, these applications often necessitate infinite input lengths and robust memory capabilities, features currently lacking in existing LLMs. Preserving memory and accommodating infinite input lengths remain…

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OLAPH: An Innovative AI System Facilitating Enhanced Factual Accuracy via Automated Assessments

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 28, 202435Views0Likes0Comments
Advancements in Large Language Models (LLMs) technology have burgeoned its use in clinical and medical fields, not only providing medical information, keeping track of patient records, but also holding consultations with patients. LLMs are equipped to generate long-form text compatible for responding to patient inquiries in a thorough manner, ensuring correct and instructive responses. To…

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ByteDance Research’s AI Paper Presents G-DIG: A Gradient-Based Breakthrough in Selecting Data for Machine Translation

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 28, 202441Views0Likes0Comments
Machine Translation (MT), part of Natural Language Processing (NLP), aims to automate the translation of text from one language to another using large language models (LLMs). The goal is to improve translation accuracy for better global communication and information exchange. The challenge in improving MT is using high-quality, diverse training data for instruction fine-tuning, which…

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An Extensive Analysis of Studies on Effective Large Multimodal Language Models

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 28, 202433Views0Likes0Comments
Multimodal large language models (MLLMs) are advanced artificial intelligence structures that combine features of language and visual models, increasing their efficiency across a range of tasks. The ability of these models to handle vast different data types marks a significant milestone in AI. However, extensive resource requirements present substantial barriers to their widespread adoption. Models like…

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FinRobot: A Unique Open-Source AI Entity Platform Backing Numerous Financially Focused AI Agents Operated by LLMs.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 27, 202441Views0Likes0Comments
Artificial intelligence (AI) has reshaped multiple industries, including finance, where it has automated tasks and enhanced accuracy and efficiency. Yet, a gap still exists between the finance sector and AI community due to proprietary financial data and the specialized knowledge required to analyze it. Therefore, more advanced AI tools are required to democratize the use…

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Optimized Hardware-Software Collaboration for AI through In-Memory Computing and Hardware-Neural Architecture Search Enhancement

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 27, 202436Views0Likes0Comments
Artificial Intelligence (AI) and complex neural networks are growing rapidly, necessitating efficient hardware to handle power and resource constraints. One potential solution is In-memory computing (IMC) which focuses on developing efficient devices and architectures that can optimize algorithms, circuits, and devices. The explosion of data from the Internet of Things (IoT) has propelled this need…

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OmniGlue: The Initial Image Matching Tool Created with a Central Focus on Generalizability

AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 27, 202437Views0Likes0Comments
Local feature image matching techniques often fall short when tested on out-of-domain data, leading to diminished model performance. Given the high costs associated with collecting extensive data sets from every image domain, researchers are focusing on improving model architecture to enhance generalization capabilities. Historically, local feature models like SIFT, SURF, and ORB were used in…

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Premier AI Courses offered by Amazon/AWS

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 27, 202437Views0Likes0Comments
The rise of Artificial Intelligence (AI) is being tapped into by various enterprises, thanks to the innovation it presents. AWS (Amazon Web Services) offers substantial AI solutions and services, and carries a series of courses to enhance an individual's aptitude in such technologies. This report uncovers the leading AI courses by AWS that instill learners…

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