Expanding Humans with AI
Cost of MLOps Infrastructure: Build vs Buy Trade Offs and ROI Introduction MLOps, the management of machine learning operations, plays a vital role in leveraging the potential of AI initiatives. The decision to build or buy MLOps infrastructure requires careful consideration of tradeoffs and return on investment (ROI). Are you struggling with the decision of … Read more
AlerTiger: Revolutionizing AI Model Health Monitoring at LinkedIn From Data to Insights : Ensuring the Success of AI Models in Data-driven Companies In today’s data-driven world, artificial intelligence (AI) models have become indispensable for developing innovative products and intelligent business solutions. Companies like LinkedIn heavily rely on AI models to drive their growth and success. … Read more
What is MLOps Maturity? MLOps Maturity refers to the level of readiness and efficiency of Data Science, Machine Learning, and Artificial Intelligence teams in managing the entire lifecycle of machine learning models. It involves the integration of people, processes, and technology to streamline the development, deployment, and maintenance of ML models. Achieving MLOps Maturity is … Read more
AlphaTensor Discovery as a Game : Efficient Matrix Multiplication Algorithms Efficiency in algorithmic computations plays a crucial role in enhancing overall speed and performance. Matrix multiplication, a fundamental task in various domains, has a significant impact on the efficiency of large-scale computations. Traditional approaches to algorithm design rely on human intuition, but the advent of … Read more
Eviden Secures $100 Million Contract to Boost Weather Modeling and Climate Research in India The system will leverage the NVIDIA Quantum InfiniBand networking platform. Paris-based computing leader, Eviden, has recently announced its triumph in securing a $100 million deal with the National Center for Medium Range Weather Forecast (NCMRWF) on behalf of the India Ministry … Read more
Mathematical Guarantees: 6 Techniques for Protecting User Privacy in Machine Learning This article explores mathematical guarantees that can be implemented to protect user privacy and prevent the memorization of personal data by machine learning models. In the digital age, where data is becoming increasingly valuable, concerns over user privacy have grown substantially. With the rise … Read more
FlashAttention Is All You Need : Bypassing HuggingFace & Nvidia’s Benchmarks The Challenge of Slow and Memory-Hungry Transformers FlashAttention: An IO-Aware Exact Attention Algorithm Transformers have traditionally been slow and memory-hungry when processing long sequences due to the quadratic time and memory complexity of self-attention. While previous approximate attention methods aimed to reduce compute complexity, … Read more
LMFlow : Train your ChatGPT LLM using Nvidia GPU at home in 5 Hours LMFlow Simplifies Personalized Training of Large Models for Specialized Tasks. A Versatile Toolkit for Enhancing Large Foundation Models through Fine Tuning and Inference Large foundation models have revolutionized the field of artificial intelligence by showcasing impressive capabilities in achieving human-level intelligence … Read more
Revolutionary Breakthrough: XGen-7B Dominates NLP Landscape with Unprecedented Performance XGen-7B Redefines NLP Landscape with Unmatched Long Sequence Modeling A stunning development in the artificial intelligence community; a research team at salesforce has unveiled XGen-7B, a series of Language Models (LLMs) that have set a new standard for natural language processing (NLP). Built on the foundation … Read more
Unleashing the Potential of Custom Data: Azure Cognitive Search and ChatGPT’s Enterprise-Grade Solution Empower your ChatGPT applications with proprietary data and elevate user experiences. In recent times, OpenAI’s ChatGPT has taken the world by storm, amassing a staggering one million users within a single week and surpassing an astonishing 100 million users in less than … Read more