NVIDIA's Jetson AGX Thor achieved a 6.4x speed increase on the MLPerf Edge Agentic benchmark using the TensorRT Edge-LLM inference engine, according to the report. The gain comes from TensorRT Edge-LL…
A developer released a from-scratch Sudoku solver built on a Looped MLP-Mixer architecture, trained on the sapientinc/sudoku-extreme dataset and runnable on an NVIDIA Jetson Nano via JetPack Docker. T…
A developer published a tutorial on building a vision-language robot pipeline that combines camera perception with natural-language instructions on NVIDIA Jetson hardware running ROS 2. The guide walk…
Nvidia has released the Jetson Orin Nano Super Developer Kit, an upgraded version of its entry-level edge AI computer that boosts AI performance from 40 TOPS to 67 TOPS while maintaining the $249 pric…
Roboflow published a guide showing how to run RF-DETR inside NVIDIA DeepStream on a Jetson Orin NX, using JetPack 6.2, DeepStream 7.1, and TensorRT 10.3. The post details exporting RF-DETR Nano to ONN…
NVIDIA released DeepStream 9.1, introducing 13 agentic skills that allow coding agents like Claude Code and Codex to build multi-camera video analytics pipelines from natural-language prompts. The rel…
A developer successfully deployed Hermes Agent on an NVIDIA Jetson Orin Nano (8 GB) for self-hosted AI agent runtime, achieving a silent, low-power automation box running 24/7. The setup uses Ubuntu 2…
NVIDIA Jetson Orin Nano Super 8GB benchmarks show 25W as the energy-efficiency sweet spot for sub-4B Bonsai LLMs, delivering 47-48% more tokens per second than 15W while maintaining or improving outpu…
A developer built a 3-node cluster using NVIDIA Jetson Orin Nano Super 8GB developer kits, achieving ~759 Mbps per link, peak 58.3°C under full load, and zero throttling at 1728 MHz. The cluster is de…