We introduce PyText1 – a deep learning based NLP modeling framework built on PyTorch. PyText addresses the often-conflicting requirements of enabling rapid experimentation and of serving models at scale. It achieves this by providing simple and extensible interfaces for model components, and by using PyTorch’s capabilities of exporting models for inference via the optimized Caffe2 execution engine
![PyText: A seamless path from NLP research to production – Facebook Research](https://cdn-ak-scissors.b.st-hatena.com/image/square/72b8c8b03af887a33747046e3d0ba94c2274f41d/height=288;version=1;width=512/https%3A%2F%2Fresearch.facebook.com%2Ffile%2F1225596004631069%2F279064836_359329096222198_6933263680557397025_n-%281%29.png)