Metropolis for Developers
…Cosmos Cookbook Access recipes to post-train Cosmos Reason VLM and Cosmos Embed with supervised fine-tuning and reinforcement learning. TAO Toolkit Explore this low-code solution that uses transfer learning to…
…Cosmos Cookbook Access recipes to post-train Cosmos Reason VLM and Cosmos Embed with supervised fine-tuning and reinforcement learning. TAO Toolkit Explore this low-code solution that uses transfer learning to…
…NVIDIA ALCHEMI (AI Lab for Chemistry and Materials Innovation) enables Chemistry and Materials Science researchers and developers with NVIDIA NIM microservices and toolkits optimized on NVIDIA accelerated computing platforms. This post introduces…
…NVIDIA DGX Spark provides the performance necessary for autonomous agents to execute these complex workflows efficiently and locally. Now with NVIDIA NemoClaw , part of the NVIDIA Agent Toolkit, it installs the NVIDIA…
…and tensor shape mismatches between what the training framework produces and what the export tool expects. Best practice 1: Validate exports early and often. Build export validation into your CI/CD workflow…
…Tools like Claude Code and Codex make hundreds of API calls per coding session, each carrying the full conversation history. Behind every one of these workflows is an inference stack under significant…
…these tools together with the other components of the NVIDIA Alpamayo Open Platform to develop reasoning models that can be run, inspected, and post-trained in a closed-loop simulation workflow. Extend…
Developer Tools & Techniques CUDA 13.2 Introduces Enhanced CUDA Tile Support and New Python Features Mar 09, 2026 By Jonathan Bentz Discuss (0) Discuss (0) L T F R E AI-Generated…
…It offers tools for data curation, training, fine-tuning, evaluation, and guardrailed deployment across cloud and edge. Supporting LLMs, multimodal models, RAG, and agentic workflows, NeMo delivers scalable, production-ready AI applications…
…It includes the networking and performance tooling needed for production deployments. By providing every web developer the tools to build and ship immersive experiences without the overhead of native XR development, CloudXR…
Developer Tools & Techniques Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning May 26, 2026 By Aditya Srikanth , Pedro Torruella , Jonathan Bentz and Tony Scudiero Discuss (0) Discuss (0) L T F…