​[[{“value”:” With the advent of generative artificial intelligence (AI), foundation models (FMs) can generate content such as answering questions, summarizing text, and providing highlights from the sourced document. However, for model selection, there is a wide choice from model providers, like Amazon, Anthropic, AI21 Labs,… Read More »Build a conversational chatbot using different LLMs within single interface – Part 1 Anand Mandilwar AWS Machine Learning Blog

​[[{“value”:” Google has unveiled two new models in its Gemma 2 series: the 27B and 9B. These models showcase significant advancements in AI language processing, offering high performance with a lightweight structure. Gemma 2 27B The Gemma 2 27B model is the larger of the… Read More »Google Releases Gemma 2 Series Models: Advanced LLM Models in 9B and 27B Sizes Trained on 13T Tokens Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Hugging Face has announced the release of the Open LLM Leaderboard v2, a significant upgrade designed to address the challenges and limitations of its predecessor. The new leaderboard introduces more rigorous benchmarks, refined evaluation methods, and a fairer scoring system, promising to reinvigorate the… Read More »Hugging Face Releases Open LLM Leaderboard 2: A Major Upgrade Featuring Tougher Benchmarks, Fairer Scoring, and Enhanced Community Collaboration for Evaluating Language Models Asif Razzaq Artificial Intelligence Category – MarkTechPost

​ A Journey Through useful Paradoxes, Biases, and Principles Continue reading on Becoming Human: Artificial Intelligence Magazine »  A Journey Through useful Paradoxes, Biases, and PrinciplesContinue reading on Becoming Human: Artificial Intelligence Magazine »  Read More insights, paradox, psychology, bias, philosophy 

​[[{“value”:” Despite the significant advancement in large language models (LLMs), LLMs often need help with long contexts, especially where information is spread across the complete text. LLMs can now handle long stretches of text as input, but they still face the “lost in the middle”… Read More »Solving the ‘Lost-in-the-Middle’ Problem in Large Language Models: A Breakthrough in Attention Calibration Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​[[{“value”:” A significant challenge in the realm of large language models (LLMs) is the high computational cost associated with multi-agent debates (MAD). These debates, where multiple agents communicate to enhance reasoning and factual accuracy, often involve a fully connected communication topology. This means each agent… Read More »This AI Paper from Google DeepMind Explores the Effect of Communication Connectivity in Multi-Agent Systems Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have made significant strides in natural language understanding and generation. However, they face a critical challenge when handling long contexts due to limitations in context window size and memory usage. This issue hinders their ability to process and comprehend extensive… Read More »GraphReader: A Graph-based AI Agent System Designed to Handle Long Texts by Structuring them into a Graph and Employing an Agent to Explore this Graph Autonomously Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Multimodal large language models (MLLMs) have become prominent in artificial intelligence (AI) research. They integrate sensory inputs like vision and language to create more comprehensive systems. These models are crucial in applications such as autonomous vehicles, healthcare, and interactive AI assistants, where understanding and… Read More »NYU Researchers Introduce Cambrian-1: Advancing Multimodal AI with Vision-Centric Large Language Models for Enhanced Real-World Performance and Integration Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The Sohu AI chip by Etched is a thundering breakthrough, boasting the title of the fastest AI chip to date. Its design is a testament to cutting-edge innovation, aiming to redefine the possibilities within AI computations and applications. At the center of Sohu’s exceptional… Read More »Meet Sohu: The World’s First Transformer Specialized Chip ASIC Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have significantly advanced the field of natural language processing (NLP). These models, renowned for their ability to generate and understand human language, are applied in various domains such as chatbots, translation services, and content creation. Continuous development in this field… Read More »EAGLE-2: An Efficient and Lossless Speculative Sampling Method Achieving Speedup Ratios 3.05x – 4.26x which is 20% – 40% Faster than EAGLE-1 Nikhil Artificial Intelligence Category – MarkTechPost