Metropolis for Developers
…Physical AI Dataset Unblock data bottlenecks with an open-source, validated dataset for training vision AI in industries, cities, robotics, and autonomous systems—now free on Hugging Face. Physical AI Data Factory…
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How NVIDIA Extreme Hardware-Software Co-Design Delivered a Large Inference Boost for Sarvam AI’s Sovereign Models | NVIDIA Technical Blog
…most open, smartest-per-compute reasoning model. Explore new open Nemotron models and datasets on Hugging Face and NIM microservices and Blueprints on build.nvidia.com . Tune into upcoming Nemotron livestreams and…
Accelerate Token Production in AI Factories Using Unified Services and Real-Time AI | NVIDIA Technical Blog
…While this was a huge step for balancing power and performance, more dynamic solutions were needed to manage this at scale, especially across mixed Slurm and Kubernetes environments. This is where Mission…
Build a Retrieval-Augmented Generation (RAG) Agent with NVIDIA Nemotron | NVIDIA Technical Blog
…Try NVIDIA Nemotron on Hugging Face . See the workshop on GitHub . Ask questions on the Nemotron developer forum or the Nemotron channel on Discord Want to learn more? “ Build a Report Generator…
How Small Language Models Are Key to Scalable Agentic AI | NVIDIA Technical Blog
…most open, smartest-per-compute reasoning model. Explore new open Nemotron models and datasets on Hugging Face and NIM microservices and Blueprints on build.nvidia.com . Tune into upcoming Nemotron livestreams and…
Using NVFP4 Low-Precision Model Training for Higher Throughput Without Losing Accuracy | NVIDIA Technical Blog
…It bi-directionally connects Hugging Face and Megatron Core model checkpoints. It provides optimized training and multi-node parallelisms required to pretrain, SFT, and LoRA-tune generative AI models at maximum throughput…
Boosting Llama 3.1 405B Performance up to 1.44x with NVIDIA TensorRT Model Optimizer on NVIDIA H200 GPUs | NVIDIA Technical Blog
…The quantized FP8 and INT4 AWQ checkpoints from Model Optimizer will soon be available for download on Hugging Face . Acknowledgments We would like to thank Chenjie Luo, Lalit Vaidya, and Jie-Fang…
Designing Protein Binders Using the Generative Model Proteina-Complexa | NVIDIA Technical Blog
…Check out these resources: NVIDIA-Digital-Bio/Proteina-Complexa GitHub repo, including source code (Apache 2.0 License) Model checkpoints on NGC (NVIDIA Open Model License) Model checkpoints Hugging Face (NVIDIA Open…
How to Build a Document Processing Pipeline for RAG with Nemotron | NVIDIA Technical Blog
…🧠 Models on Hugging Face: nvidia/llama-nemotron-embed-vl-1b-v2 multimodal embedding nvidia/llama-nemotron-rerank-vl-1b-v2 cross-encoder reranker Extraction models from the Nemotron RAG collection ☁️ Cloud…
Pruning and Distilling LLMs Using NVIDIA TensorRT Model Optimizer | NVIDIA Technical Blog
…Prior to pruning and distillation, it is necessary to convert Hugging Face models to the NVIDIA NeMo checkpoint format and preprocess the dataset. For detailed instructions, refer to the model conversion and…