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What other optimizers does NVIDIA support for research?
In addition to Muon, NVIDIA also supports many other optimizers for the research community to explore, including: The ultimate form of orthogonalized optimizer MOP (Momentum Orthogonalized by Polar decomposition) An advanced SOAP variant that updates eigen basis per step with eigen decomposition plus KL correction in REKLS
Advancing Emerging Optimizers for Accelerated LLM Training with NVIDIA Megatron | NVIDIA Technical BlogHow to Build a Voice Agent with RAG and Safety Guardrails | NVIDIA Technical Blog
…The llama-nemotron-embed-vl-1b-v2 model supports three input modes—text-only, image-only, and combined image and text—allowing you to index everything from plain documents to slide decks…
Using Simulation to Build Robotic Systems for Hospital Automation | NVIDIA Technical Blog
…Rheo supports two complementary simulation tracks , each optimized for a different part of the workflow: Isaac Lab-Arena track : rapid environment composition and iteration for OR-scale tasks (for example loco-manipulation…
24/7 Simulation Loops: How Agentic AI Keeps Subsurface Engineering Moving | NVIDIA Technical Blog
…The architecture supports rapid prototyping using build.nvidia.com API endpoints, then allows single-line configuration changes to hot-swap to self-hosted LLM deployments for secure, on-premises execution with full…
Building Telco Reasoning Models for Autonomous Networks with NVIDIA NeMo | NVIDIA Technical Blog
…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…
Newton Adds Contact-Rich Manipulation and Locomotion Capabilities for Industrial Robotics | NVIDIA Technical Blog
…Rather than being tied to a single scene format, it supports a broad runtime data model that spans common robotics descriptions such as MJCF, URDF, and OpenUSD, making it easier to connect…
NVIDIA Streamline SDK 2.4
…DLSS FG does not support multiple viewports (unlike DLSS Super Resolution and other features supported by the Streamline SDK), so all input buffers for DLSS Frame Generation must use a viewport ID…
Designing Protein Binders Using the Generative Model Proteina-Complexa | NVIDIA Technical Blog
…Download model checkpoints # Download Proteina-Complexa model checkpoints complexa download --complexa-all # Download community model checkpoints complexa download --all Step 4: Validate your setup complexa validate design configs/search_binder_local_pipeline…
How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo | NVIDIA Technical Blog
…Model inference, running simulation, training models, syncing weight updates, communicating across instances and moving data—all in parallel—is complex. This requires orchestration and efficient utilization of compute resources in a robust…
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