Proposed low-resource explanation method for LLMs using similarity-based approach. Model-agnostic, fast, and transparent, available on Github.
Summary: Microsoft Visual Studio Magazine's November 2024 edition features a demo of k-NN regression using C#, known for simplicity and interpretability. The technique predicts numeric values based on closest training data, with a demo showcasing accuracy and prediction process.
Generative AI models improve multimedia content with human feedback through audio and video segmentation. Amazon SageMaker Ground Truth enhances training by enabling detailed human annotation workflows for precise segmentation.
Nvidia, the AI chipmaker, impresses investors with $35bn revenue in latest quarterly results, projecting 70% growth ahead. Profits more than double year-over-year, with a 94% surge in revenue from the previous year.
Large language models (LLMs) are trained on vast text data for natural language understanding. FP8 optimization on Amazon SageMaker P5 instances speeds up training significantly, transforming model efficiency and speed.
RAG uses metadata filtering to enhance AI responses. Amazon Bedrock offers advanced metadata filtering for improved generative AI applications.
LangGraph and Tavily are used to create a research agent with LLMs for text summarization. The system autonomously generates reports and integrates with Google Docs for easy editing and organization.
Casio's Moflin AI companion robot builds relationships without needing food or a litter tray. Priced at £300, it aims to comfort or alienate its owners.
NVIDIA dominates TOP500 list with 384 systems, 85% using Hopper GPUs for climate forecasting and drug discovery. SC24 unveils cuPyNumeric for seamless scaling and CUDA-Q updates for quantum simulation, marking NVIDIA's 20th year of recognition.
Building a CBM System can optimize pricing, predict future revenue, and enhance decision-making through ELT, Churn Modelling, and Dashboards. Advanced modules can further boost value generation, giving your company a competitive edge.
Implementing AdaBoost regression from scratch in Python, then refactoring to C#, using k-nearest neighbors instead of decision trees. AdaBoost. R2 algorithm is a modification of AdaBoost, with few working Python implementations found online.
Customizing language models for specialized industries is crucial due to challenges faced by large language models. Small language models are gaining popularity for their efficiency and cost-effectiveness in specific domains, offering faster inference times and lower resource requirements. AWS provides solutions like Amazon Bedrock and Amazon SageMaker for interacting with these models, making ...
HarperCollins to use nonfiction backlist titles to train AI models with authors' consent. Agreement aims to enhance AI model quality and performance.
Create automated email responses with Amazon Bedrock, utilizing AI to streamline processes and improve customer satisfaction. AI-driven solutions overcome challenges of manual processing, integrating knowledge, APIs, and security to enhance email support.
Fraudsters clone voices of celebrities like David Attenborough, Jennifer Aniston, and Oprah Winfrey. Technological advancements in voice cloning outpace legal regulations, allowing for increasingly realistic imitations.