…With this release, you can seamlessly profile CUDA kernels launched through Python frameworks across multiple configurations directly from Python. Using just a few decorators, users can automatically configure, profile, and plot kernel…
…Open training and evaluation infrastructure NVIDIA publishes development techniques and tools, giving researchers and enterprises the flexibility to customize Nemotron 3 Super or build their own reasoning models. All recipes integrate with…
…Run agents more safely with NVIDIA NemoClaw and NVIDIA OpenShell Nemotron models integrate with leading open agent frameworks. To build a secure, always-on agentic system, it is important to understand the…
…Understanding the difference between standard and agentic RAG. State management: Implementing complex state transitions and persistence. Tool integration: Creating and managing agentic tool-calling capabilities. Modern AI stack: Working with LangGraph, NVIDIA…
…Requirements Operating System Windows, Linux and Mac OS Development Environment C++ Compiler MDL SDK 2025.0.5 The MDL SDK API is a comprehensive C++ API for integration and customization tasks, which…
…It integrates AlpaSim and Cosmos RL as its runtime and orchestration layer, GRPO as a default algorithm, and includes reference reward functions tested with Alpamayo models and the Physical AI AV NuRec…
…NVIDIA GenAI-Perf and NIM for tips on using GenAI-Perf and NVIDIA NIM for your applications. Introduction Large language models (LLMs) have become an integral and universal part of the modern…
…Added automatic and manual renaming of demangled kernel names. Acceleration Structure Viewer improvements. Expands syntax highlighting. New Statistics Table aggregates metrics across custom line selection. Removed support for ppc64le. View full release…
…NIXL features a modular architecture with conductor and agent processes, memory registration, unified transfer descriptors, and pluggable backend plugins, and it is already integrated with major inference frameworks including NVIDIA Dynamo, NVIDIA…
…These resources will help you easily enable and integrate distillation into your workflow. How do pruning and distillation impact model performance? Experimental results for pruning and distillation from Qwen3 8B using Model…