Posts by Zhihan Jiang
Agentic AI / Generative AI
Sep 16, 2026
TensorRT Edge-LLM Completes the MLPerf Edge Agentic Benchmark 6.4x Faster on Jetson AGX Thor
AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through...
7 MIN READ
Data Center / Cloud
Apr 01, 2026
NVIDIA Platform Delivers Lowest Token Cost Enabled by Extreme Co-Design
Co-designed hardware, software, and models are key to delivering the highest AI factory throughput and lowest token cost. Measuring this goes far beyond peak...
10 MIN READ
Data Center / Cloud
Sep 09, 2025
NVIDIA Blackwell Ultra Sets New Inference Records in MLPerf Debut
As large language models (LLMs) grow larger, they get smarter, with open models from leading developers now featuring hundreds of billions of parameters. At the...
10 MIN READ
Data Center / Cloud
Apr 02, 2025
NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0
The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...
10 MIN READ
Data Center / Cloud
Aug 28, 2024
NVIDIA Blackwell Platform Sets New LLM Inference Records in MLPerf Inference v4.1
Large language model (LLM) inference is a full-stack challenge. Powerful GPUs, high-bandwidth GPU-to-GPU interconnects, efficient acceleration libraries, and a...
13 MIN READ
Agentic AI / Generative AI
Mar 27, 2024
NVIDIA H200 Tensor Core GPUs and NVIDIA TensorRT-LLM Set MLPerf LLM Inference Records
Generative AI is unlocking new computing applications that greatly augment human capability, enabled by continued model innovation. Generative AI...
11 MIN READ