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 Blog…NVIDIA has adopted it as the foundational core of its NVIDIA Omniverse ™ libraries, to enable enhanced interoperability, support the creation of complex SimReady assets, and accelerate industrial digital twins and physical AI…
…Because the Agent toolkit is open, others in the community can further extend the toolkit integrations . The toolkit also supports direct connections to large language model (LLM) APIs, including NVIDIA NIM and…
…In this post, we use KAI as the scheduler, though there are other schedulers in the community that support subsets of these features. Readers can explore the broader scheduling landscape through the…
…Learn more The Llama 3.1 405B large language model (LLM) , developed by Meta, is an open-source community model that delivers state-of-the-art performance and supports a variety of…
…Sarvam AI , a generative AI startup based in Bengaluru, India, set out to build large, multilingual, multimodal foundation models that serve its country’s diverse population, support nearly two-dozen languages, and…
…A quick keyword toggle lets developers choose between fast binary classification and full taxonomy reporting, supporting both low‑latency paths and deeper inspection. On a suite of multimodal, multilingual safety benchmarks, Nemotron…
…It has solid mod support, an active community, and it was also one of my favorite games back in the GeForce 2 GTS era. You’re among the early adopters to use…
…GPU-accelerated inference enables real-time, scalable deployment for contact centers and digital support experiences. Learn More: Deploy Generative AI in Telecom With NVIDIA NIM Start Building: Build an AI Virtual Assistant…
…Capabilities Both O(N) (cell list) and O(N²) (naive) algorithms with batched processing Periodic boundary support for triclinic cells with arbitrary cell dimensions and partial periodicity Supports end-to-end compute…
…Cosmos Transfer 2.5 enables scalable, photorealistic simulation grounded in physics, supporting diverse environment and lighting conditions, while Cosmos Predict 2.5 generates realistic future world states from multimodal inputs and improves…