…Includes 10T+ tokens and 40M+ post-training samples, covering the full training lifecycle from foundation models to agent workflows. Built with large-scale synthetic data generation, filtering, and curation — and released under…
…DSX OS software is designed for this entire ecosystem of components and provides a comprehensive set of open and extensible technologies and capabilities that can be integrated and adopted into existing platforms…
…This C++ library is header-only and straightforward to integrate. There are functions for injection, defining frame boundaries, and triggering captures and traces. An SDK User Guide is available in the documentation…
…This C++ library is header-only and straightforward to integrate. There are functions for injection, defining frame boundaries, and triggering captures and traces. An SDK User Guide is available in the documentation…
…closer to core business workflows—supporting multimodal agentic systems, simulation, analytics, and rendering within a standard enterprise data center footprint. Each NVIDIA-Certified RTX PRO Server integrates up to eight GPUs, delivering…
…Evidence-driven interaction selection Decoupled and optimized compute workflows GPU-aware job orchestration Confidence calibration and validation Dataset health monitoring By combining STRING-guided selection, MMseqs2-GPU acceleration, and NVIDIA H100-powered…
…NVIDIA Alpamayo integration supports end-to-end trajectory planning in autonomous vehicles, employing flow matching trajectory decoding, explainable decision-making with multicamera context, and FP8-accelerated Vision Transformers, marking a shift from…
…This enables drilling down into per-host and network counters to isolate where the slowdown occurred. Next steps for real-time observability The introduction of NCCL Inspector with Prometheus integration is designed…
…Practical tips for agent evaluation include prioritizing task success over accuracy, making tool usage a key signal, scoring reasoning quality and efficiency, and integrating transparent, customizable evaluation mechanisms into the agent design…
…The detailed report includes useful information such as the average, maximum, and minimum GPU utilization, clock frequencies, and data movement statistics. SLURM Integration The DCGM job statistics workflow aligns very well with…