Distributed Finetuning, and Inference with NeMo-Run on Azure CycleCloud Workspace for Slurm

Introduction The NVIDIA NeMo Framework is a scalable, cloud-native generative AI framework designed to support the development of Large Language Models (LLMs) and Multimodal Models (MMs). The NeMo Framework provides comprehensive tools for efficient training, including Supervised Fine-Tuning (SFT) and Parameter Efficient Fine-Tuning (PEFT). One notable tool within the framework…