Get Started With the NVIDIA NeMo Framework
NVIDIA NeMo™ is an end-to-end cloud-native enterprise framework for developers to build, customize, and deploy generative AI models with billions of parameters.
The NeMo framework provides an accelerated workflow for training with 3D parallelism techniques. It offers a choice of several customization techniques and is optimized for at-scale inference of large-scale models for language and image applications, with multi-GPU and multi-node configurations.. NeMo makes generative AI model development easy, cost-effective, and fast for enterprises.
Get Started Resources
ASR: Automatic Speech Recognition
- Speech Classification (Documentation | Tutorial)
- Speaker Recognition (Documentation | Tutorial)
- Speaker Diarization (Documentation | Tutorial)
- End-to-End Speech Intent Classification and Slot Filling (Documentation | Example)
Text to Speech
Collection of Tasks
- Language Models Training (Documentation | Example)
- Prompt Learning (Documentation | Tutorial | Blog)
- Question Answering (Documentation | Tutorial)
- Token Classification (Documentation | Tutorial)
- Punctuation and Capitalization (Documentation | Tutorial)
- Joint Intent and Slot Classification (Documentation | Tutorial)
- Machine Translation (Documentation)
- NeMo Fundamentals/Primer (Tutorial)
- NeMo Models (Documentation | Tutorial)
- NeMo Guardrails (Documentation | GitHub)
- Experiment Manager (Documentation)
- Neural Types (Documentation)
- Adapters (Documentation | Tutorial)
- Core APIs (Documentation)
Build Trustworthy, Safe, and Secure LLM Applications
Programmable Guardrails for LLM-Based Applications
NeMo Guardrails is a toolkit for easily developing trustworthy LLM conversational systems. This toolkit allows developers to add easily programmable rails to define desired user interactions within an application. It natively supports LangChain, adding a layer of safety, security, and topical guardrails to existing LLM-based conversational applications.
Read Technical Blog
Try NeMo Guardrails Now
Free Hands-On AI Labs With NeMo Framework on NVIDIA LaunchPad
Experience NVIDIA NeMo framework through one of the following free hands-on labs on hosted infrastructure:
NVIDIA NeMo framework is available to download from the GitHub repo.