Secrets of Hugging Face transformers By Oleksiy Grechnyev, IT-JIM, 2023. Going beyond pipelines in Hugging Face transformers. Performing NLP tasks with models (no pipelines). Using Hugging Face datasets framework. Training and fine-tuning NLP models.