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AI and CRISPR: Transforming Genetic Modification and Tailored Healthcare

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 23, 202436Views0Likes0Comments
CRISPR-based genome editing technologies (GED) have revolutionized gene studies and medical treatments, specifically by enabling precise alterations to DNA. This technique has shown high potential in treating conditions like Sickle Cell Anemia and Thalassemia, and with recent integration with artificial intelligence (AI), the precision, efficiency, and affordability of these technologies have been enhanced. Specific AI models…

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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, 202442Views0Likes0Comments
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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Decoding Vision-Language Models: A Comprehensive Examination

AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 23, 202445Views0Likes0Comments
A team of researchers from Hugging Face and Sorbonne Université has conducted in-depth studies on vision-language models (VLMs), aiming to better understand the critical factors that impact their performance. These models, capable of processing both images and text, have become popular in a variety of areas, such as information retrieval in scanned documents to code…

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OpenRLHF: A Publicly Available AI Structure Facilitating Effective Reinforcement Learning via Human Input RLHF Enhancement

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 23, 202450Views0Likes0Comments
Artificial Intelligence (AI) is rapidly advancing, particularly with the creation of large language models (LLMs) with over 70 billion parameters. While these models are crucial for tasks such as translation and content creation, their full potential can only be realized using Reinforcement Learning from Human Feedback (RLHF), a technique that currently faces significant challenges due…

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Federated Learning: Improving Privacy and Security by Distributing AI

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMay 23, 202431Views0Likes0Comments
Federated learning is an ML approach that decentralizes the AI training process, offering enhanced privacy and security. This approach keeps data localized on various devices which then compute and share model updates, while a central server collects these updates to enhance the overall model. This differs from traditional AI methods which amass data from multiple…

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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, 202437Views0Likes0Comments
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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Hugging Face unveiled LeRobot: this open-source robotics-focused machine learning (ML) model is their latest public offering.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Open Source Projects, Staff, Tech News, Technology, UncategorizedMay 23, 202442Views0Likes0Comments
Hugging Face has released LeRobot, an open-source machine learning model developed specifically for use in practical robotics. LeRobot is aimed at increasing the usability and accessibility of robots across a wide range of users and is based on the PyTorch platform. It is designed to merge advanced methods with practical applications in real-world settings, with…

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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, 202432Views0Likes0Comments
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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