Quantization is one of the strongest levers for large-scale inference. By reducing the precision of weights, activations, and KV cache, we can reduce the memory......
NVIDIA Kaggle Grandmasters Win Artificial General Intelligence Competition
NVIDIA researchers on Friday won a key Kaggle competition many in the field treat as a real-time pulse check on humanity’s progress toward artificial general......
NVIDIA Grace CPU Delivers High Bandwidth and Efficiency for Modern Data Centers
Since its debut in 2023, the NVIDIA Grace CPU has experienced rapid adoption across data centers, setting new benchmarks for performance efficiency across... Since its...
Focus on Your Algorithm—NVIDIA CUDA Tile Handles the Hardware
With its largest advancement since the NVIDIA CUDA platform was invented in 2006, CUDA 13.1 is launching NVIDIA CUDA Tile. This exciting innovation introduces a......
Simplify GPU Programming with NVIDIA CUDA Tile in Python
The release of NVIDIA CUDA 13.1 introduces tile-based programming for GPUs, making it one of the most fundamental additions to GPU programming since CUDA was......