Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel

NVIDIA NeMo AutoModel, built on HuggingFace Transformers v5, delivers 3.4-3.7x higher training throughput and 29-32% less GPU memory when fine-tuning Mixture-of-Experts models. The open library adds Expert Parallelism, DeepEP fused all-to-all dispatch, and TransformerEngine kernels, requiring only a single import line change.