Web: https://www.reddit.com/r/LanguageTechnology/comments/s9sjqz/google_ai_introduces_a_method_called_tasklevel/

Jan. 22, 2022, 3:06 a.m. | /u/techsucker

Natural Language Processing reddit.com

Large-scale language model scaling has resulted in considerable quality gains in natural language understanding (T5), generation (GPT-3), and multilingual neural machine translation (M4). One typical method for creating a more extensive model is to increase the depth (number of layers) and breadth (layer dimensionality), essentially expanding the network’s existing dimensions. Such dense models take an input sequence (split into smaller components known as tokens) and route each token through the whole network, activating every layer and parameter. While these big, …

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