Modular Deep Learning
Sebastian Ruder
FEBRUARY 23, 2023
This post gives a brief overview of modularity in deep learning. For modular fine-tuning for NLP, check out our EMNLP 2022 tutorial. Fuelled by scaling laws, state-of-the-art models in machine learning have been growing larger and larger. Continual learning. During These models are monoliths. (c)
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