​ The dependence on external servers for AI applications can pose risks, including data security and reliance on a stable internet connection. While some alternatives exist, most of them still require an internet connection for functioning. This leaves users searching for a solution that combines… Read More »Meet Jan: An Open-Source ChatGPT Alternative that Runs 100% Offline on Your Computer Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Artificial intelligence (AI) systems are expanding and advancing at a significant pace. The two main categories into which AI systems have been divided are Predictive AI and Generative AI. The well-known Large Language Models (LLMs), which have recently gathered massive attention, are the best… Read More »This NIST Trustworthy and Responsible AI Report Develops a Taxonomy of Concepts and Defines Terminology in the Field of Adversarial Machine Learning (AML) Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ With the growth of large language models, natural language processing has been revolutionized. Many LLMs, like GPT-3.5, LLaMA, and Mixtral, came up last year, which helped tackle diverse language tasks. Even though there are many such LLMs now, open-source models have no reliable models… Read More »Unlabel Releases Tower: A Multilingual 7B Parameter Large Language Model (LLM) Optimized for Translation-Related Tasks Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ Developing large language models (LLMs) is a significant advancement in artificial intelligence and machine learning. Due to their vast size and complexity, these models have shown remarkable capabilities in understanding and generating human language. However, their extensive parameter count poses challenges regarding computational and… Read More »Researchers from IST Austria and Neural Magic Unveil RoSA: A New AI Method for Efficient Language Model Fine-Tuning Sana Hassan Artificial Intelligence Category – MarkTechPost

​ In the realm of conversational AI, the trend toward larger models, exemplified by behemoths like ChatGPT, Bard, and Gemini, has been palpable. The understanding is that increasing model parameters and training data significantly enhances language models’ quality and capabilities. However, the computational demands of… Read More »This AI Paper from the University of Cambridge and UCL Unveils ‘Blending’: A Breakthrough in Efficiently Achieving ChatGPT-level Performance with Smaller Models Vineet Kumar Artificial Intelligence Category – MarkTechPost

​ Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. Using AWS Trainium and Inferentia based instances, through SageMaker, can help users lower fine-tuning costs by up to 50%,… Read More »Fine-tune and deploy Llama 2 models cost-effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium Xin Huang AWS Machine Learning Blog

​ Geospatial data is data about specific locations on the earth’s surface. It can represent a geographical area as a whole or it can represent an event associated with a geographical area. Analysis of geospatial data is sought after in a few industries. It involves… Read More »Use mobility data to derive insights using Amazon SageMaker geospatial capabilities Jimy Matthews AWS Machine Learning Blog

​ In human-computer interaction, the need to create ways for users to communicate with 3D environments has become increasingly important. This field of open-ended language queries in 3D has attracted researchers due to its various applications in robotic navigation and manipulation, 3D semantic understanding, and… Read More »Researchers from Tsinghua University and Harvard University introduces LangSplat: A 3D Gaussian Splatting-based AI Method for 3D Language Fields Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ In large language models (LLMs), the challenge of keeping information up-to-date is significant. As knowledge evolves, these models must adapt to include the latest information. However, updating LLMs traditionally involves retraining, which is resource-intensive. An alternative approach, model editing, offers a way to update… Read More »This AI Paper from UCLA Explores the Double-Edged Sword of Model Editing in Large Language Models Sana Hassan Artificial Intelligence Category – MarkTechPost

​AlphaGeometry: An Olympiad-level AI system for geometry AlphaGeometry: An Olympiad-level AI system for geometry  Read More