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The team at Mistral AI launches Mistral-7B-Instruct-v0.3, a refined instruction-based version of the Mistral-7B-v0.3.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 23, 202440Views0Likes0Comments
AI development involves creating systems that can perform tasks typically requiring human intelligence, such as language translation, speech recognition, and decision-making. A key challenge in AI is generating models that can accurately comprehend and generate human language effectively. Traditional models often encounter difficulties with context and nuanced language, affecting the quality of communication and interaction. Common…

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Prometheus-Eval and Prometheus 2: Raising the Bar in LLM Evaluation and Open-Source Creativity with Cutting-Edge Evaluator Language Model

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Open Source Projects, Staff, Tech News, Technology, UncategorizedMay 23, 202435Views0Likes0Comments
Prometheus-Eval is an innovative repository that offers tools for training, evaluating, and using Natural Language Processing (NLP) models. Developed by researchers from several institutes including the KAIST AI, MIT, and the University of Illinois Chicago, the tool is particularly adept at evaluating other language models. Using the Prometheus-eval Python package, users can effectively evaluate instruction-response…

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Scientists at the University of Maryland have unveiled an innovative automatic text privacy system, which refines a broad language model through the use of reinforcement learning.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 22, 202429Views0Likes0Comments
The privacy of users participating in online communities is an imperative issue. Websites like Reddit allow users to post under pseudonyms to maintain anonymity; however, anonymity can lead to abusive behavior. In some instances, pseudonyms may not entirely assure privacy as a user's writing style can disclose their identity. These identifiable elements within a text,…

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Google DeepMind Unveils the Frontier Safety Framework: A Series of Guidelines Meant to Detect and Reduce Possible Dangers Associated with Future AI Systems

AI Shorts, Applications, Artificial Intelligence, Language Model, Tech News, Technology, UncategorizedMay 21, 202436Views0Likes0Comments
As artificial intelligence (AI) evolves, the risk of misuse in critical fields such as autonomy, cybersecurity, biosecurity, and machine learning increases. Google DeepMind has introduced the Frontier Safety Framework to counter these threats posed by advanced AI models, which may develop potentially harmful capabilities. Current AI safety protocols primarily deal with existing AI system risks…

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TII unveils Falcon 2-11B: The inaugural AI Model from the Falcon 2 series, developed with 5.5T tokens employing a Vision Language Model.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Technology, UncategorizedMay 21, 202435Views0Likes0Comments
The Technology Innovation Institute (TII) in Abu Dhabi has launched "Falcon," a ground-breaking collection of language models. They're available under the Apache 2.0 license, with Falcon-40B being the first "fully open" model that's equivalent in capabilities to numerous proprietary alternatives. This innovation marks a significant step forward in the field, presenting a wealth of opportunities…

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FinTextQA: An Extensive LFQA Dataset Exclusively Created for the Finance Industry

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 21, 202431Views0Likes0Comments
The increasing demand for financial data analysis and management has propelled the expansion of question-answering (QA) systems powered by artificial intelligence (AI). These systems improve customer service, aid in risk management, and provide personalized stock recommendations, thus requiring a comprehensive understanding of financial data. This data's complexity, domain-specific terminology, market instability, and decision-making processes make…

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TRANSMI: A machine learning structure that creates standard models tailored for transliterated data, derived from existing multilingual pretrained language models mPLMs, and requires no additional training.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 20, 202434Views0Likes0Comments
The rapid growth of digital text in different languages and scripts presents significant challenges for natural language processing (NLP), particularly with transliterated data where performance often degrades. Current methods, such as pre-trained models like XLM-R and Glot500, are capable of handling text in original scripts but struggle with transliterated versions. This not only impacts their…

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Introducing Verba 1.0: Operate Cutting-Edge RAG Locally with the Integration of Ollama and Access to Open Source Models.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 20, 202435Views0Likes0Comments
Advances in artificial intelligence (AI) technology have led to the development of a pioneering methodology, known as retrieval-augmented generation (RAG), which fuses the capabilities of retrieval-based technology with generative modeling. This process allows computers to create relevant, high-quality responses by leveraging large datasets, thereby improving the performance of virtual assistants, chatbots, and search systems. One of…

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