While model and agent evaluation are inextricably linked, their technical benchmarks and metrics for success are fundamentally different.
Mastering Agentic Techniques: AI Agent Evaluation | NVIDIA Technical BlogDGX Spark manageability framework provides diagnostic tools specifically designed for observability, diagnostics, and incident response. AI infrastructure failures are often expensive to diagnose remotely. Events such as firmware regressions, PCIe issues, and unexpected resets all require evidence collection before a root cause can be determined—and collecting that evidence at scale, without disrupting the running system, is nontrivial. The manageability framework provides two diagnostic tools designed to address these challenges: spark_diagctl.py and reset_reason_reporter.py. spark_diagctl.py
Delivering Lifecycle Control for AI Infrastructure at Scale with NVIDIA DGX Spark Enterprise Manageability | NVIDIA Technical Blog…Smith About Kibibi Moseley Kibibi Moseley is a senior product marketing manager at NVIDIA in Energy Efficiency, Sustainability and AI for Science. Previously she was a senior product marketing manager in Data…
…by open datasets and training tools. These technologies power the NVIDIA RAG Blueprint —a customizable, open starting point for building production-ready RAG applications connected to AI data platforms . Nemotron holds top…
…AI / Generative AI | Data Center / Cloud | Developer Tools & Techniques | General | NIM | Run:ai | Advanced Technical | Benchmark | featured | Inference Performance | LLMs About the Authors About Shwetha Krishnamurthy Shwetha Krishnamurthy is a product manager…
…Discuss (0) Discuss (0) Tags AR / VR | Developer Tools & Techniques | Simulation / Modeling / Design | General | CloudXR | Intermediate Technical | Tutorial | featured | Visualization About the Authors About Max Bickley Max is a product manager and…
…material discovery using AI, with the goal of shortening the design-to-production cycle from a decade to months. The NVIDIA Batched Geometry Relaxation NIM is a tool that accelerates geometry relaxation…
…Cloud | Developer Tools & Techniques | Networking / Communications | General | Base Command | GB200 | Run:ai | Advanced Technical | Tutorial | featured | NVL72 About the Authors About Ryan Prout Ryan Prout is a senior product architect focusing on…
…Center / Cloud | Developer Tools & Techniques | General | Intermediate Technical | Kubernetes | Open Source About the Authors About Guy Saltoun Guy Saltoun is the director of Solutions Engineering at Run:ai. He manages a global…
…Hagay joined NVIDIA as part of the Run:ai acquisition, where he serves as the product manager of Run:ai/KAI Scheduler, and Core GPU sharing areas. Hagay specializes in advanced Kubernetes…
…Vera Rubin NVL72 and LPX create a more heterogeneous inference architecture for the AI factory—one that can support high aggregate token production and responsive interactive AI experiences. Inside the NVIDIA Groq…
…Discuss (0) Discuss (0) Tags Agentic AI / Generative AI | Data Science | Developer Tools & Techniques | General | NeMo | NeMo Microservices | NeMo Retriever | Nemotron | Intermediate Technical | Tutorial | Build AI Agents | featured | LLM Techniques | LLMs | Retrieval…