… Discuss 0 Discuss 0 Tags Agentic AI / Generative AI | Data Science | MLOps | General | Blackwell | NeMo | Intermediate Technical | Tutorial | featured | LLMs | Training AI Models About the Authors About Guyue Huang Guyue Huang is a deep learning architect at NVIDIA, specializing in post-training RL… …
… Nemotron 3 Ultra is available through an ecosystem of partners: Model customization services: Applied Compute , Prime Intellect , Unsloth Inference software: SGLang , TRT-LLM , vLLM Cloud service providers: Amazon SageMaker JumpStart , Google Cloud, Microsoft Foundry , Oracle Cloud Inference servic… …
… Useful training signals include mean reward, reward variance, failure rates, policy loss, rollout throughput, and the gap between generated rollouts and the latest policy weights. In this recipe, these rollout artifacts and training signals are the primary outputs of the post-training run. …
… Discuss 0 Discuss 0 Tags Agentic AI / Generative AI | Data Science | Developer Tools & Techniques | General | DGX | Intermediate Technical | News | AI Agent | AI Enterprise | DGX Spark | LLMs About the Authors About Maitri Taneja Maitri Taneja is the product marketing manager for NVIDIA DGX Spark, … …
Agentic AI / Generative AI Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning Mar 11, 2026 By Chris Alexiuk and Chintan Patel Discuss 0 Discuss 0 L T F R E Agentic AI systems need models with the specialized depth to solve dense technical problems autonomously. …
… Open datasets With Nemotron 3 Nano and Nemotron 3 Super, NVIDIA released the most comprehensive open data stack in the industry for text-based agentic AI with: 10T+ pretraining tokens, 40M+ post-training samples, over 20 RL environment configurations, and full training recipes, all openly available. …
… Discuss 1 Discuss 1 Tags Agentic AI / Generative AI | Robotics | Automotive / Transportation | General | Beginner Technical | Tutorial | CES26 | featured | Physical AI About the Authors About Marco Pavone Dr. …
… Discuss 0 Discuss 0 Tags Agentic AI / Generative AI | Networking / Communications | Telecommunications | NeMo | TensorRT-LLM | Intermediate Technical | Tutorial | AI Agent | featured | Retrieval Augmented Generation RAG | Training AI Models About the Authors About Aiden Chang Aiden Chang is a solut… …
Agentic AI / Generative AI How to Eliminate Pipeline Friction in AI Model Serving May 12, 2026 By Lovina Dmello Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike Pipeline friction in AI model serving arises from issues like model export problems, unsupported operations, dynamic input … …
… Discuss 0 Discuss 0 Tags Agentic AI / Generative AI | Data Center / Cloud | Networking / Communications | General | Cloud Services | Dynamo | NVLink | Run:ai | Intermediate Technical | Tutorial | AI Agent | AI Inference | AI Networking | Cloud Networking | Dynamo-Triton | featured | GB200 | Inferen… …
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