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.

Feature Guide

Compared to NeMo 1.0, NeMo 2.0 provides a more modular and Pythonic approach to configuring experiments. The following guide provides an overview of some of the noteworthy features provided in NeMo 2.0.

• The Bridge Between Lightning and Megatron Core
• Logging and Checkpointing
• Serialization
• Parameter Efficient Fine-Tuning (PEFT)
• Hugging Face Integration