New technology like Generative AI faces challenges like previous tech. Progress is made with small steps, like climbing Mount Everest.
Fine-tune Meta Llama2-7B model on science questions with Amazon SageMaker Autopilot for more accurate outputs. Use AutoMLV2 SDK to automate fine-tuning and model evaluation in various domains like healthcare and education.
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.
Developing a CNN for automotive electronics inspection tasks using PyTorch. Exploring convolutional layers and how CNNs make decisions in visual inspection.
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.
3D product configurators are revolutionizing industries with interactive visualizations. NVIDIA Omniverse Blueprint enables AI-driven content creation for marketing.
Proposed low-resource explanation method for LLMs using similarity-based approach. Model-agnostic, fast, and transparent, available on Github.
MIT, Google, and Purdue University develop Tree-D Fusion, merging AI and tree-growth models to create 3D urban tree models. Predictive capabilities could revolutionize urban forest management with proactive planning for climate change adaptation.
Amazon Bedrock offers high-performing AI models from top companies like AI21 Labs and Meta through a single API. Batch inference in Amazon Bedrock enables cost-effective processing of large data volumes with ethical AI guardrails.
Peter’s chapel in Lucerne replaces priest with AI Jesus speaking 100 languages. Theologian Marco Schmid calls it an experiment to gauge public interest and reactions.
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.
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.
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.
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.