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Exploring NLP with Hugging Face and Foundation Models

October 28 @ 5:30 pm - 7:00 pm CDT

Free
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In this hands-on workshop, participants will learn how to leverage Hugging Face’s cutting-edge tools to build and deploy powerful Natural Language Processing (NLP) models using foundation models like BERT, Phi-3.5, and more. We will cover the key concepts of pre-trained transformers, tokenization, and fine-tuning models for tasks, including sequence classification.

Whether you’re new to NLP or looking to deepen your understanding of transformer-based architectures, this workshop will offer an interactive introduction to Hugging Face’s ecosystem. Participants will explore model inferencing, customizations, and practical techniques for efficient deployment.

Workshop Information
PrerequisitesProficient in Python and PyTorch, some Machine Learning and Deep Learning Background, some knowledge of transformers and finetuning

Details

Date:
October 28
Time:
5:30 pm - 7:00 pm CDT
Cost:
Free
Event Category:
Event Tags:
,

Venue

2257 College Library
600 N. Park Street
Madison, WI 53706 United States

Other

Primary Trainer
Yogesh Prabhu

Technology Workshop

24 Going
1 remaining
RSVP Here

Note: Workshops may only be attended by students currently enrolled at UW-Madison. Faculty, staff, and former students are not eligible to attend STS sessions.