[[{“value”:” We have all experienced it: starting is the toughest part of any journey. So getting started in the ML field wouldn’t be any different. This is why today I want to highlight some of the essential tools that every beginner — or person willing… Read More »Free Tools Every ML Beginner Should Use Josep Ferrer MachineLearningMastery.com
[[{“value”:” A new research addresses a critical issue in Multimodal Large Language Models (MLLMs): the phenomenon of object hallucination. Object hallucination occurs when these models generate descriptions of objects not present in the input data, leading to inaccuracies undermining their reliability and effectiveness. For instance,… Read More »Data-Augmented Contrastive Tuning: A Breakthrough in Object Hallucination Mitigation Shreya Maji Artificial Intelligence Category – MarkTechPost
[[{“value”:” Deploying large language models (LLMs) has become a significant challenge for developers and researchers. As LLMs grow in complexity and size, ensuring they run efficiently across different platforms, such as personal computers, mobile devices, and servers, is daunting. The problem intensifies when trying to… Read More »MLC LLM: Universal LLM Deployment Engine with Machine Learning ML Compilation Niharika Singh Artificial Intelligence Category – MarkTechPost
[[{“value”:” Maximum A Posteriori (MAP) decoding is a technique used to estimate the most probable value of an unknown quantity based on observed data and prior knowledge, especially in digital communications and image processing. The effectiveness of MAP decoding depends on the accuracy of the… Read More »MBRS: A Python Library for Minimum Bayes Risk (MBR) Decoding Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost
[[{“value”:” Handling partial code with potential bugs presents a significant challenge in developing real-time code suggestion systems. Incomplete code snippets often exhibit errors, necessitating accurate completion that also addresses embedded bugs to enhance the reliability and efficiency of AI-driven programming tools. The primary challenge involves… Read More »Outperforming Existing Models with Multi-Pass Refinement: This AI Paper from Amazon Unveils a New Era in Code Suggestion Tools Aswin Ak Artificial Intelligence Category – MarkTechPost
[[{“value”:” Introduction Mainframe operating systems, originating in the 1940s, remain essential to critical sectors such as finance and government. However, the vast legacy of COBOL code—estimated by IBM to be around 200 to 220 billion lines—needs to be migrated to modern platforms and rewritten in… Read More »Researchers at FPT Software AI Center Introduce XMainframe: A State-of-the-Art Large Language Model (LLM) Specialized for Mainframe Modernization to Address the $100B Legacy Code Modernization Asif Razzaq Artificial Intelligence Category – MarkTechPost
[[{“value”:” Financial data analysis plays a critical role in the decision-making processes of analysts and investors. The ability to extract relevant insights from unstructured text, such as earnings call transcripts and financial reports, is essential for making informed decisions that can impact market predictions and… Read More »HybridRAG: A Hybrid AI System Formed by Integrating Knowledge Graphs and Vector Retrieval Augmented Generation Outperforming both Individually Nikhil Artificial Intelligence Category – MarkTechPost
[[{“value”:” Building and managing such AI systems requires specialized knowledge due to the intricate interactions between various components. The AI landscape is fragmented, with disparate tools and libraries that lead to integration challenges and inconsistencies. This fragmentation hinders the ability to create standardized, interoperable, and… Read More »Nous: An Open-Source TypesScript Platform for Building Autonomous AI Agents and LLM Workflows Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost
[[{“value”:” The Technology Innovation Institute (TII) in Abu Dhabi has recently unveiled the FalconMamba 7B, a groundbreaking artificial intelligence model. This model, the first strong attention-free 7B model, is designed to overcome many of the limitations existing AI architectures face, particularly in handling large data… Read More »FalconMamba 7B Released: The World’s First Attention-Free AI Model with 5500GT Training Data and 7 Billion Parameters Asif Razzaq Artificial Intelligence Category – MarkTechPost