As AI models increase in scale and complexity, efficient and intelligent training pipelines become critical. The NVIDIA NeMo Framework offers a modular, end-to-end platform for building, fine-tuning, and evaluating models in distributed GPU environments, leveraging NVIDIA’s Megatron Core and AutoModel engines to support models of any size and complexity. A key trend is agent assisted model training, where AI agents utilize structured skills to autonomously add model support, configure development environments, optimize performance and more. Integrated with NeMo Framework, Agent Skills accelerate model development and move the process toward fully autonomous, adaptive, and agent-driven systems.