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Overview
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Learn how to fine-tune BERT models using Masked Language Modeling (MLM) in PyTorch. Explore the process of further training BERT for domain-specific language understanding, moving beyond its general-purpose capabilities. Dive into the practical implementation of MLM training, including setup, data masking, creating custom datasets, and the training process itself. Gain insights into adapting BERT for specialized language tasks and improving its performance in specific domains through hands-on examples and code demonstrations.
Syllabus
Intro
Setup
Masking
Data Loader
Dataset Object
Training
Taught by
James Briggs