… Inferencing frameworks The inference-serving framework layer for LLMs focuses on efficiently deploying and scaling large language models in production, with frameworks like vLLM, SGLang, and Llama.cpp leading this space. …
… NVIDIA DRIVE AGX Thor™ Thor Getting Started Getting Started with the DRIVE AGX Developer Kit DRIVE AGX Thor Development Platform Overview and Product Details for DRIVE AGX Thor Developer Kit DRIVE AGX Thor Developer Kit DRIVE AGX Thor Product Brief DRIVE AGX Thor Hardware Errata DRIVE AGX Thor Hard… …
… The pattern is the same regardless of which orchestration platform runs it. { "tool": "spark diagctl.py", "ts": "2026-01-12T21:17:00Z", "host": "DGX HOST", "status": "ok", "rc": 0, "duration ms": 842, "summary": { "disk": "ok", "network": "ok", "drivers": "ok" }, "warnings": , "artifacts": } The fr… …
… Software Foundation The NVIDIA JetPack SDK brings together Jetson Linux, accelerated AI libraries, developer tools, and production-ready support for Jetson hardware. …
… Blog: Train a Reasoning-Capable LLM in One Weekend With NVIDIA NeMo Code: NeMo Framework Notebook: Train Your Own Reasoning Model in 48 Hours Artificial Intelligence LLM Inference Deploy AI models using NVIDIA Dynamo, an open-source, low-latency, modular inference framework. …
… Built on NVIDIA Warp, a developer framework for building and accelerating simulation and spatial computing, Newton enables robots to acquire and refine physical intelligence in a safe, virtual environment and is compatible with robot learning frameworks such as MuJoCo Playground and NVIDIA Isaac™ L… …
… AI Frameworks PyTorch PyTorch is a fast, flexible deep learning framework with NGC containers for easy deployment across AI tasks like NLP, computer vision, and recommendation systems. vLLM vLLM is a fast and easy-to-use library for LLM inference and serving. …
… Extending support to multiple frameworks AIConfigurator originally supported only NVIDIA TensorRT LLM, but as frameworks like SGLang gained traction—particularly for MoE models like DeepSeek—single-backend support was no longer sufficient. …
… Image and Video Libraries GPU-accelerated libraries for image and video decoding, encoding, and processing that use CUDA and specialized hardware components of GPUs. nvImageCodec GPU-accelerated image codec library with a unified interface for high-throughput image encoding and decoding, built as a… …
… Because they support DLPack, you can interact with them using zero-copy transfer data exchange directly alongside popular frameworks like NumPy, PyTorch, and Warp. How to get started Rendering a frame with ovrtx : ovrtx provides lightweight access to RTX hardware-accelerated rendering. …