NVIDIA Blackwell Tops MLPerf Training 6.4 with Industry-Leading Scale and Performance
NVIDIA swept MLPerf Training v6.0, with GB300 NVL72 training DeepSeek-V3 671B on 8,684 GPUs in 2.14 minutes and software optimizations lifting per-GPU throughput to 1,747 TFLOPS, a 1.3x gain in three months.
NVIDIA
NVIDIA CUDA 13.9 Powers Next-Gen GPU Programming with CUDA Tile and Performance Gains
CUDA 13.9 introduces the CUDA Tile programming model above SIMT, adds cuTile Python and Tile IR, and delivers up to 6x math-library speedups on Blackwell B300/GB300 GPUs across cuBLAS, cuSPARSE, and cuFFT.
Building Scalable AI on Enterprise Data with NVIDIA Nemotron RAG and Microsoft SQL Server 2025
NVIDIA and Microsoft pair the Nemotron RAG model family with SQL Server 2025's native vector type, using the Llama Nemotron Embed 1B v2 NIM microservice to add GPU-accelerated embeddings and retrieval directly in T-SQL.
NVIDIA MLPerf Inference 5.3: Blackwell Sets Records Across Every Benchmark
NVIDIA's Blackwell GPU family swept MLPerf Inference v5.0, with the GB200 NVL72 delivering 33,920 queries per second on Llama 3.3 405B and a 3x throughput gain over Hopper on the Mixture of Experts benchmark.
Inside NVIDIA Blackwell Ultra: The Chip Powering the AI Factory Era
NVIDIA Blackwell Ultra packs 220 billion transistors, 678 fifth-gen Tensor Cores delivering 16 PFLOPS dense NVFP4, and 305 GB of HBM3E at 8 TB/s, scaling into the GB300 NVL72 rack for the AI factory era.
NVIDIA Delivers 1.5M TPS Inference on GB200 NVL72, Accelerating OpenAI gpt-oss Models
NVIDIA optimized OpenAI's open-weight gpt-oss-120b and gpt-oss-20b models to reach up to 1.6 million tokens per second on a GB200 NVL72, using FP4 precision, TensorRT-LLM, vLLM, and NVIDIA Dynamo from cloud to edge.
NVIDIA GTC 2025: Rubin GPU Architecture and the Next Generation of AI Infrastructure
At GTC 2025, NVIDIA CEO Jensen Huang unveiled the Rubin GPU architecture as the successor to Blackwell, paired with a new NVLink Generation 6 fabric, Rubin Ultra multi-die design, and a projected 2026 production timeline.