…Developers can fine-tune and post-train policies using supervised learning and online RL (e.g., PPO via RLinf), validate with task-level and end-to-end integration tests, and exploit domain…
…generate a complete production-grade microservice with REST APIs, health monitoring, deployment automation, and Kafka integration — all in one development session. How to generate a VLM-powered vision AI application: Step 1…
…The recipe development guide walks through the process. Extend privately. The --data flag overlays external recipe directories at runtime, so you can maintain organization-specific configurations alongside public ones without forking. File…
…Cluster administrators can also decide to switch from guidance to enforcement by rejecting jobs that do not meet cluster guidelines. This can be achieved using a simple cli_filter/lua script: function…
…How to Build a Voice-Powered RAG Agent Using New Nemotron Models Get a step-by-step guide on how to build a voice-powered RAG agent by integrating Nemotron models for…
…Learn more Painkiller RTX sets a new standard for how small teams can balance massive visual ambition with limited resources by integrating generative AI. By upscaling thousands of legacy textures into high…
…leveraging autonomous systems integrated with LLMs and retrieval mechanisms. This allows these systems to make decisions, adapt to changing requirements, and perform complex reasoning tasks dynamically. In this guide to the self…
…Developer tooling is expanded with NVIDIA Nsight Python for integrated kernel profiling in Python, initial support for Numba-CUDA kernel debugging, new features in Nsight Compute (report clustering, register dependency visualization), Nsight…
…Hybrid Mamba-Transformer backbone integrating Mamba layers for sequence efficiency with Transformer layers for precision reasoning, delivering higher throughput with 4x improved memory and compute efficiency. Native NVFP4 pretraining optimized for NVIDIA…
…Users should validate this guidance for their specific workloads if unsure, as performance effects can be workload-specific. What are best practices for GB200 NVL72 segment sizing? In modeling, our team found…