Get Started With 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, a choice of several customization techniques, and optimized 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
- Megatron (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)
- Experiment Manager (Documentation)
- Neural Types (Documentation)
- Adapters (Documentation | Tutorial)
- Core APIs (Documentation)
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: