​[[{“value”:” The ever-increasing size of Large Language Models (LLMs) presents a significant challenge for practical deployment. Despite their transformative impact on natural language processing, these models are often hindered by high memory transfer requirements, which pose a bottleneck during autoregressive generation. This results in high… Read More »SeedLM: A Post-Training Compression Method that Uses Pseudo-Random Generators to Efficiently Encode and Compress LLM Weights Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:”This paper presents Wally, a private search system that supports efficient semantic and keyword search queries against large databases. When sufficiently many clients are making queries, Wally’s performance is significantly better than previous systems. In previous private search systems, for each client query, the server… Read More »Scalable Private Search with Wally Apple Machine Learning Research

​[[{“value”:” The increasing reliance on machine learning models for processing human language comes with several hurdles, such as accurately understanding complex sentences, segmenting content into comprehensible parts, and capturing the contextual nuances present in multiple domains. In this landscape, the demand for models capable of… Read More »Google AI Introduces Gemma-APS: A Collection of Gemma Models for Text-to-Propositions Segmentation Shobha Kakkar Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Conducting assessments on application portfolios that need to be migrated to the cloud can be a lengthy endeavor. Despite the existence of AWS Application Discovery Service or the presence of some form of configuration management database (CMDB), customers still face many challenges. These include… Read More »Accelerate migration portfolio assessment using Amazon Bedrock Ebbey Thomas AWS Machine Learning Blog

​[[{“value”:” Bias in AI-powered systems like chatbots remains a persistent challenge, particularly as these models become more integrated into our daily lives. A pressing issue concerns biases that can manifest when chatbots respond differently to users based on name-related demographic indicators, such as gender or… Read More »A New Study by OpenAI Explores How Users’ Names can Impact ChatGPT’s Responses Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The rapid growth of large language models (LLMs) and their increasing computational requirements have prompted a pressing need for optimized solutions to manage memory usage and inference speed. As models like GPT-3, Llama, and other large-scale architectures push the limits of GPU capacity, efficient… Read More »Neural Magic Unveils Machete: A New Mixed-Input GEMM Kernel for NVIDIA Hopper GPUs Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large language models (LLMs) have become crucial in natural language processing, particularly for solving complex reasoning tasks. These models are designed to handle mathematical problem-solving, decision-making, and multi-step logical deductions. However, while LLMs can process and generate responses based on vast amounts of data,… Read More »Google AI Research Introduces Process Advantage Verifiers: A Novel Machine Learning Approach to Improving LLM Reasoning Capabilities Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Public speaking is a critical skill in today’s world, whether it’s for professional presentations, academic settings, or personal growth. By practicing it regularly, individuals can build confidence, manage anxiety in a healthy way, and develop effective communication skills leading to successful public speaking engagements.… Read More »Improve public speaking skills using a generative AI-based virtual assistant with Amazon Bedrock Nehal Sangoi AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Bar Fingerman from Bria. We are thrilled to announce that Bria 2.3, 2.2 HD, and 2.3 Fast text-to-image foundation models (FMs) from Bria AI are now available in Amazon SageMaker JumpStart. Bria models are trained exclusively on commercial-grade licensed… Read More »Bria 2.3, Bria 2.2 HD, and Bria 2.3 Fast are now available in Amazon SageMaker JumpStart Bar Fingerman AWS Machine Learning Blog

​[[{“value”:” We’re excited to announce the release of SageMaker Core, a new Python SDK from Amazon SageMaker designed to offer an object-oriented approach for managing the machine learning (ML) lifecycle. This new SDK streamlines data processing, training, and inference and features resource chaining, intelligent defaults,… Read More »Introducing SageMaker Core: A new object-oriented Python SDK for Amazon SageMaker Vikesh Pandey AWS Machine Learning Blog