The briefing
NVIDIA said its inference stack, leveraging components such as TensorRT-LLM, Dynamo, NVFP4, vLLM, and SGLang on Blackwell GPUs, reduces DeepSeek V4 token costs by as much as fivefold. The company frames the gains as a step toward more efficient large-scale AI deployments.
Original headline
NVIDIA Inference Stack Cuts DeepSeek V4 Token Costs by 5x