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Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis
Transformer-based models have greatly advanced the progress in the field of the natural language processing and while they achieve state-of-the-art results on a wide range of tasks, they are cumbersome in parameter size.
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