A product manager wants to integrate a language model into a mobile keyboard app to suggest the next word as the user types. The model must run on-device with limited memory and respond quickly. Which type of language model is most appropriate?

A compact n-gram model with smoothing

A recurrent neural network with 100 hidden layers

A large transformer model with billions of parameters

A cloud-based language model accessed via API

Dell Data Science Optimize

Domain 3Objective 3

Language Modeling DATA-SCIENCE-OPTIMIZE Practice Questions (Page 6)

Part of the Natural Language Processing (NLP) domain, which accounts for 20% of the DATA-SCIENCE-OPTIMIZE exam.

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20%of the exam

Questions 26–26

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A product manager wants to integrate a language model into a mobile keyboard app to suggest the next word as the user types. The model must run on-device with limited memory and respond quickly. Which type of language model is most appropriate?
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Language Modeling DATA-SCIENCE-OPTIMIZE Practice Questions (Page 6)

Questions 26–26

A product manager wants to integrate a language model into a mobile keyboard app to suggest the next word as the user types. The model must run on-device with limited memory and respond quickly. Which type of language model is most appropriate?

Keep studying — Natural Language Processing (NLP)