Important

You are viewing the NeMo 2.0 documentation. This release introduces significant changes to the API and a new library, NeMo Run. We are currently porting all features from NeMo 1.0 to 2.0. For documentation on previous versions or features not yet available in 2.0, please refer to the NeMo 24.07 documentation.

NeMo APIs

You can learn more about the underlying principles of the NeMo codebase in this section.

The NeMo Framework codebase is composed of a core section which contains the main building blocks of the framework, and various collections which help you build specialized AI models.

You can learn more about aspects of the NeMo “core” by following the links below:

• NeMo Models
• Neural Modules
• Experiment Manager
• Neural Types
• Exporting NeMo Models
• Adapters

You can learn more about aspects of the NeMo APIs by following the links below:

• NeMo Core APIs
• NeMo Common Collection API
• NeMo Large language Model API
• NeMo Multimodal API
• NeMo ASR API
• NeMo TTS API

Alternatively, you can jump straight to the documentation for the individual collections:

• Large Language Models (LLMs)

• Automatic Speech Recognition (ASR)

• Multimodal Models (MMs)

• Text-to-Speech (TTS)

• Computer Vision (CV)