​[[{“value”:” Multimodal language models represent an emerging field in artificial intelligence that aims to enhance machine understanding of text and images. These models integrate visual and textual information to interpret and reason through complex data. Their capabilities span beyond simple text comprehension, pushing artificial intelligence… Read More »This AI Paper by Reka AI Introduces Vibe-Eval: A Comprehensive Suite for Evaluating AI Multimodal Models Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Natural language processing (NLP) focuses on enabling computers to understand and generate human language, making interactions more intuitive and efficient. Recent developments in this field have significantly impacted machine translation, chatbots, and automated text analysis. The need for machines to comprehend large amounts of… Read More »This AI Paper Introduces Llama-3-8B-Instruct-80K-QLoRA: New Horizons in AI Contextual Understanding Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial Intelligence (AI) is changing the world quickly as several nations and international organizations have adopted frameworks to direct the development, application, and governance of AI. Numerous initiatives are influencing the ethical use of AI to prioritize human rights and innovation. Here are some… Read More »Top Artificial Intelligence (AI) Governance Laws and Frameworks Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) often provide confident answers, raising concerns about their reliability, especially for factual questions. Despite widespread hallucination in LLM-generated content, no established method to assess response trustworthiness exists. Users lack a “trustworthiness score” to determine response reliability without further research or… Read More »Evaluating LLM Trustworthiness: Insights from Harmoniticity Analysis Research from VISA Team Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multi-layer perceptrons (MLPs), or fully-connected feedforward neural networks, are fundamental in deep learning, serving as default models for approximating nonlinear functions. Despite their importance affirmed by the universal approximation theorem, they possess drawbacks. In applications like transformers, MLPs often monopolize parameters and lack interpretability… Read More »Kolmogorov-Arnold Networks (KANs): A New Era of Interpretability and Accuracy in Deep Learning Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Iterative preference optimization methods have shown efficacy in general instruction tuning tasks but yield limited improvements in reasoning tasks. These methods, utilizing preference optimization, enhance language model alignment with human requirements compared to sole supervised fine-tuning. Offline techniques like DPO are gaining popularity due… Read More »Iterative Preference Optimization for Improving Reasoning Tasks in Language Models Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Today, we’re excited to announce the availability of Meta Llama 3 inference on AWS Trainium and AWS Inferentia based instances in Amazon SageMaker JumpStart. The Meta Llama 3 models are a collection of pre-trained and fine-tuned generative text models. Amazon Elastic Compute Cloud (Amazon… Read More »AWS Inferentia and AWS Trainium deliver lowest cost to deploy Llama 3 models in Amazon SageMaker JumpStart Xin Huang AWS Machine Learning Blog

​[[{“value”:” As more powerful large language models (LLMs) are used to perform a variety of tasks with greater accuracy, the number of applications and services that are being built with generative artificial intelligence (AI) is also growing. With great power comes responsibility, and organizations want… Read More »Revolutionize Customer Satisfaction with tailored reward models for your business on Amazon SageMaker Dinesh Subramani AWS Machine Learning Blog

​[[{“value”:” Personalized customer experiences are essential for engaging today’s users. However, delivering truly personalized experiences that adapt to changes in user behavior can be both challenging and time-consuming. Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine… Read More »Amazon Personalize launches new recipes supporting larger item catalogs with lower latency Jingwen Hu AWS Machine Learning Blog