Nvidia • Activ Insights

Generative AI Needs Cloud GPU Providers : Best 5 Market Leaders

The increasing demand for high-performance computing from cloud GPU providers is being driven by the high-reaching popularity of generative AI. In this detailed post, we will assess and identify the best 5 players in the space. Microsoft has recently partnered with cloud GPU startup CoreWeave to provide additional capacity for running AI applications on its Azure cloud computing platform.

Generative AI Needs Cloud GPU Providers : Best 5 Market Players The increasing demand for high-performance computing from cloud GPU providers is being driven by the high-reaching popularity of generative AI. In this detailed post, we will assess and identify the best 5 players in the space. Microsoft has recently partnered with cloud GPU startup … 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.

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

FlashAttention Is All You Need : Bypassing HuggingFace & Nvidia’s Benchmarks

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, they often fell short in achieving significant speed improvements. However, a groundbreaking solution called FlashAttention addresses these challenges by incorporating IO-awareness and leveraging tiling techniques.

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 : 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

World’s First Digital Factory : BMW and NVIDIA Unveil the Power of Digital Twins

BMW and NVIDIA have forged an extraordinary collaboration, showcasing the immense potential of "digital twins." These groundbreaking virtual replicas blend the capabilities of humans and machines, offering a glimpse into a future where reality and virtual reality seamlessly converge. Today, we delve into the visionary partnership between BMW and NVIDIA, exploring their joint efforts to create a future factory that surpasses conventional boundaries.

World’s First Digital Factory : BMW and NVIDIA Unveil the Power of Digital Twins BMW and NVIDIA have forged an extraordinary collaboration, showcasing the immense potential of “digital twins.” These groundbreaking virtual replicas blend the capabilities of humans and machines, offering a glimpse into a future where reality and virtual reality seamlessly converge. Today, we … Read more

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