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Language Models for Sentence Completion
Sept. 15, 2023, 6:54 a.m. | Dhruv Matani
Towards Data Science - Medium towardsdatascience.com
A practical application of a language model that picks the most likely candidate word that extends an English sentence by a single word
Co-authored with Naresh Singh.
Table of contents
Introduction
Problem Statement
Brainstorming a solution
- Tokenization
- The PyTorch Model
- Using the model to prune invalid suggestions
- Computing the next word probability
Introduction
Language …
application data deep learning english hands-on-tutorials language language model language models language processing llm lstm natural natural language natural language processing networks neural networks next-word-prediction practical processing pytorch singh table transformers word
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