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Dive into a hands-on tutorial exploring the world of state-of-the-art deep learning models using Hugging Face and PyTorch. Learn to fine-tune BERT-based NLP models for sentiment analysis tasks using Jupyter notebooks. Discover how to leverage pre-trained open-source checkpoints and adapt them to specific tasks. Gain confidence in navigating the deep learning open-source landscape and acquire the skills to fine-tune large public pre-trained models for particular applications. By the end of this 2-hour and 10-minute session, master the art of using Hugging Face models in combination with PyTorch to tackle advanced NLP and computer vision challenges.
Syllabus
Tutorials - Juhi, Dana: Intro to Hugging Face: Fine-tuning BERT for NLP tasks
Taught by
PyCon US