Nemotron

Aug 19, 2025

New Nemotron Nano 2 Open Reasoning Model Tops Leaderboard and Delivers 6x Higher Throughput

There’s a new leaderboard-topping NVIDIA Nemotron Nano 2 model. It’s an open model with leading accuracy and up to 6x higher throughput compared to the next...
1 MIN READ
Decorative image.
Jul 29, 2025

Build More Accurate and Efficient AI Agents with the New NVIDIA Llama Nemotron Super v1.5

AI agents now solve multi-step problems, write production-level code, and act as general assistants across multiple domains. But to reach their full potential,...
5 MIN READ
Jul 22, 2025

Train a Reasoning-Capable LLM in One Weekend with NVIDIA NeMo

Have you ever wanted to build your own reasoning model but thought it was too complicated or required massive resources? Think again. With NVIDIA’s powerful...
17 MIN READ
Decorative image.
Jul 01, 2025

Per-Tensor and Per-Block Scaling Strategies for Effective FP8 Training

In this blog post, we’ll break down the main FP8 scaling strategies—per-tensor scaling, delayed and current scaling, and per-block scaling (including the...
10 MIN READ
Jun 11, 2025

Advancing Agentic AI with NVIDIA Nemotron Open Reasoning Models

As AI progresses toward greater autonomy, the emergence of AI agents capable of independent decision-making marks a significant milestone. To function...
6 MIN READ
Jun 06, 2025

Introducing the Nemotron-H Reasoning Model Family: Throughput Gains Without Compromise

As large language models increasingly take on reasoning-intensive tasks in areas like math and science, their output lengths are getting significantly...
7 MIN READ
An illustration for NVIDIA Llama Nemotron Nano VL.
Jun 03, 2025

New NVIDIA Llama Nemotron Nano Vision Language Model Tops OCR Benchmark for Accuracy

Documents such as PDFs, graphs, charts, and dashboards are rich sources of data that, when extracted and organized, provide informative decision-making...
7 MIN READ
How the Llama-Nemotron 30M Post Training Dataset was created
May 14, 2025

Build Custom Reasoning Models with Advanced, Open Post-Training Datasets

Synthetic data has become a standard part of large language model (LLM) post-training procedures. Using a large number of synthetically generated examples from...
5 MIN READ
May 12, 2025

Run Hugging Face Models Instantly with Day-0 Support from NVIDIA NeMo Framework

As organizations strive to maximize the value of their generative AI investments, accessing the latest model developments is crucial to continued success. By...
6 MIN READ
A multi-data center illustration.
May 08, 2025

Turbocharge LLM Training Across Long-Haul Data Center Networks with NVIDIA Nemo Framework

Multi-data center training is becoming essential for AI factories as pretraining scaling fuels the creation of even larger models, leading the demand for...
6 MIN READ
May 07, 2025

Building Nemotron-CC, A High-Quality Trillion Token Dataset for LLM Pretraining from Common Crawl Using NVIDIA NeMo Curator

Curating high-quality pretraining datasets is critical for enterprise developers aiming to train state-of-the-art large language models (LLMs). To enable...
7 MIN READ
Apr 15, 2025

NVIDIA Llama Nemotron Ultra Open Model Delivers Groundbreaking Reasoning Accuracy

AI is no longer just about generating text or images—it’s about deep reasoning, detailed problem-solving, and powerful adaptability for real-world...
8 MIN READ
Apr 08, 2025

Build Enterprise AI Agents with Advanced Open NVIDIA Llama Nemotron Reasoning Models

This updated post was originally published on March 18, 2025. Organizations are embracing AI agents to enhance productivity and streamline operations. To...
12 MIN READ
Llama Nemotron icon with a picture of Jensen Huang's avatar.
Jan 06, 2025

Llama Nemotron Models Accelerate Agentic AI Workflows with Accuracy and Efficiency

Agentic AI, the next wave of generative AI, is a paradigm shift with the potential to revolutionize industries by enabling AI systems to act autonomously and...
8 MIN READ