Multimodal Model Support
Supports Large Language Models, Multimodal Models, Automatic Speech Recognition, Text-to-Speech, and Computer Vision domains.
Data Curation at Scale
NeMo Curator processes text, image, and video data with capabilities including deduplication, quality filtering, cleaning, extraction, and synthetic data generation.
Model Fine-tuning and Customization
NeMo Customizer provides high-performance microservices for domain-specific LLM customization using advanced fine-tuning and reinforcement learning techniques.
Agent Profiling and Optimization
NeMo Agent Toolkit captures granular metrics on cross-agent coordination, tool usage efficiency, and computational costs to enable data-driven optimizations.
Safety Auditing
NeMo Auditor probes models with various prompts to identify vulnerabilities and assess model and system safety.
Observability and Monitoring
Provides system observability tools and telemetry for tracking AI agent performance in production environments.