​[[{“value”:” Mixture-of-experts (MoE) models have emerged as a crucial innovation in machine learning, particularly in scaling large language models (LLMs). These models are designed to manage the growing computational demands of processing vast data. By leveraging multiple specialized experts within a single model, MoE architectures… Read More »Loss-Free Balancing: A Novel Strategy for Achieving Optimal Load Distribution in Mixture-of-Experts Models with 1B-3B Parameters, Enhancing Performance Across 100B-200B Tokens Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” With the rapid growth of generative artificial intelligence (AI), many AWS customers are looking to take advantage of publicly available foundation models (FMs) and technologies. This includes Meta Llama 3, Meta’s publicly available large language model (LLM). The partnership between Meta and Amazon signifies… Read More »Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases Marco Punio AWS Machine Learning Blog

​[[{“value”:” Despite the ability of generative artificial intelligence (AI) to mimic human behavior, it often requires detailed instructions to generate high-quality and relevant content. Prompt engineering is the process of crafting these inputs, called prompts, that guide foundation models (FMs) and large language models (LLMs)… Read More »Implementing advanced prompt engineering with Amazon Bedrock Jonah Craig AWS Machine Learning Blog

​[[{“value”:” Music information retrieval (MIR) has become increasingly vital as the digitalization of music has exploded. MIR involves the development of algorithms that can analyze and process music data to recognize patterns, classify genres, and even generate new music compositions. This multidisciplinary field blends elements… Read More »This AI Paper Introduces MARBLE: A Comprehensive Benchmark for Music Information Retrieval Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Researchers from Aleph Alpha announce a new foundation model family that includes Pharia-1-LLM-7B-control and Pharia-1-LLM-7B-control-aligned. These models are now publicly available under the Open Aleph License, explicitly allowing for non-commercial research and educational use. This release marks a significant step forward in providing accessible,… Read More »Aleph Alpha Researchers Release Pharia-1-LLM-7B: Two Distinct Variants- Pharia-1-LLM-7B-Control and Pharia-1-LLM-7B-Control-Aligned Mohammad Asjad Artificial Intelligence Category – MarkTechPost

​ Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for Profitability Contact centers are in crisis. Skyrocketing customer expectations were coupled with relentless cost pressures. It all has created a perfect storm. 71% of consumers expect companies to deliver personalized interactions, and 76%… Read More »Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for Profitability Master Of Code Global Chatbots Life – Medium

​[[{“value”:” Large language models (LLMs) based on autoregressive Transformer Decoder architectures have advanced natural language processing with outstanding performance and scalability. Recently, diffusion models have gained attention for visual generation tasks, overshadowing autoregressive models (AMs). However, AMs show better scalability for large-scale applications and work… Read More »AiM: An Autoregressive (AR) Image Generative Model based on Mamba Architecture Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” It is difficult to develop and maintain high-performing AI applications in today’s quickly evolving field of artificial intelligence. The need for more efficient prompts for Generative AI (GenAI) models is one of the most significant challenges facing developers and businesses. It is almost impossible… Read More »YiVal: Automatic Prompt Engineering Assistant for GenAI Applications Niharika Singh Artificial Intelligence Category – MarkTechPost

​[[{“value”:” For cost, latency, and data control, SaaS companies eventually shift away from third-party managed database platforms and onto their cloud, such as Amazon Web Services (AWS), Google Cloud Platform (GCP), or Microsoft Azure. In addition, they transition from a single shared database architecture to… Read More »Fortress: An Orchestration Platform for SaaS Applications, Allowing them to Manage a Multi-Instance Database Architecture in their Own Cloud Easily Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost