NeMo

Decorative image of the guardrail process.

Mar 03, 2025

Measuring the Effectiveness and Performance of AI Guardrails in Generative AI Applications

Safeguarding AI agents and other conversational AI applications to ensure safe, on-brand and reliable behavior is essential for enterprises. NVIDIA NeMo...

12 MIN READ

Feb 25, 2025

Defining LLM Red Teaming

There is an activity where people provide inputs to generative AI technologies, such as large language models (LLMs), to see if the outputs can be made to...

10 MIN READ

Feb 25, 2025

NVIDIA Deep Learning Institute Releases New Generative AI Teaching Kit

Generative AI, powered by advanced machine learning models and deep neural networks, is revolutionizing industries by generating novel content and driving...

7 MIN READ

Feb 19, 2025

Understanding the Language of Life's Biomolecules Across Evolution at a New Scale with Evo 2

AI has evolved from an experimental curiosity to a driving force within biological research. The convergence of deep learning algorithms, massive omics...

9 MIN READ

A larger and smaller cartoon llama on a sunny beach, wearing shirts that say 8B and 4B.

Feb 12, 2025

LLM Model Pruning and Knowledge Distillation with NVIDIA NeMo Framework

Model pruning and knowledge distillation are powerful cost-effective strategies for obtaining smaller language models from an initial larger sibling. ...

10 MIN READ

Feb 05, 2025

Improving Translation Quality with Domain-Specific Fine-Tuning and NVIDIA NIM

Translation plays an essential role in enabling companies to expand across borders, with requirements varying significantly in terms of tone, accuracy, and...

8 MIN READ

Jan 30, 2025

New NVIDIA AI Blueprint: Build a Customizable RAG Pipeline

Connect AI applications to enterprise data using embedding and reranking models for information retrieval.

1 MIN READ

Jan 29, 2025

Mastering LLM Techniques: Evaluation

Evaluating large language models (LLMs) and retrieval-augmented generation (RAG) systems is a complex and nuanced process, reflecting the sophisticated and...

12 MIN READ

Jan 16, 2025

How to Safeguard AI Agents for Customer Service with NVIDIA NeMo Guardrails

AI agents present a significant opportunity for businesses to scale and elevate customer service and support interactions. By automating routine inquiries and...

15 MIN READ

Jan 16, 2025

Continued Pretraining of State-of-the-Art LLMs for Sovereign AI and Regulated Industries with iGenius and NVIDIA DGX Cloud

In recent years, large language models (LLMs) have achieved extraordinary progress in areas such as reasoning, code generation, machine translation, and...

17 MIN READ

NVIDIA NeMo Curator icon on a purple background.

Jan 13, 2025

Enhancing Generative AI Model Accuracy with NVIDIA NeMo Curator

In the rapidly evolving landscape of artificial intelligence, the quality of the data used for training models is paramount. High-quality data ensures that...

5 MIN READ

Jan 13, 2025

Evaluating GenMol as a Generalist Foundation Model for Molecular Generation

Traditional computational drug discovery relies almost exclusively on highly task-specific computational models for hit identification and lead optimization....

8 MIN READ

Jan 13, 2025

Accelerate Protein Engineering with the NVIDIA BioNeMo Blueprint for Generative Protein Binder Design

Designing a therapeutic protein that specifically binds its target in drug discovery is a staggering challenge. Traditional workflows are often a painstaking...

4 MIN READ

Jan 09, 2025

Announcing Nemotron-CC: A Trillion-Token English Language Dataset for LLM Pretraining

NVIDIA is excited to announce the release of Nemotron-CC, a 6.3-trillion-token English language Common Crawl dataset for pretraining highly accurate large...

4 MIN READ

Jan 09, 2025

Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform

As robotics and autonomous vehicles advance, accelerating development of physical AI—which enables autonomous machines to perceive, understand, and perform...

14 MIN READ

NeMo framework icons on a purple background.

Jan 07, 2025

Accelerate Custom Video Foundation Model Pipelines with New NVIDIA NeMo Framework Capabilities

Generative AI has evolved from text-based models to multimodal models, with a recent expansion into video, opening up new potential uses across various...

10 MIN READ