Deploying AI applications across diverse consumer hardware has traditionally forced a trade-off. You can optimize for specific GPU configurations and achieve... Deploying AI applications across...
How to Unlock Local Detail in Coarse Climate Projections with NVIDIA Earth-2
Global climate models are good at the big picture—but local climate extremes, like hurricanes and typhoons, often disappear in the details. Those patterns are... Global...
Overcoming Compute and Memory Bottlenecks with FlashAttention-4 on NVIDIA BlackwellÂ
Transformer architecture has become a foundational breakthrough driving the revolution in generative AI, powering large language models (LLMs) like GPT,... Transformer architecture has become a...
Scaling NVFP4 Inference for FLUX.2 on NVIDIA Blackwell Data Center GPUs
In 2025, NVIDIA partnered with Black Forest Labs (BFL) to optimize the FLUX.1 text-to-image model series, unlocking FP4 image generation performance on NVIDIA... In 2025,...
Streamlining CUB with a Single-Call API
The C++ template library CUB is a go-to for high-performance GPU primitive algorithms, but its traditional "two-phase" API, which separates memory estimation... The C++ template...