Google AI Introduces a Method Called Task-Level Mixture-of-Experts (TaskMoE), that Takes Advantage of the Quality Gains of Model Scaling While Still Being Efficient to Serve

Web: https://www.marktechpost.com/2022/01/21/google-ai-introduces-a-method-called-task-level-mixture-of-experts-taskmoe-that-takes-advantage-of-the-quality-gains-of-model-scaling-while-still-being-efficient-to-serve/

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 […]

The post Google AI Introduces a Method Called Task-Level Mixture-of-Experts (TaskMoE), that Takes Advantage of the Quality Gains of Model Scaling While Still Being …

ai ai paper summary ai shorts applications artificial intelligence country deep learning editors pick featured google guest post machine learning model natural language processing scaling serve tech tech news technology unicorns usa