Production-Ready Machine Learning NLP API for Classification with FastAPI and Transformers
Data PlatformsThe first version of FastAPI has been released by the end of 2018 and it’s been increasingly used in many applications in production since then. That’s what we are using behind the hood at NLP Cloud. It is a great way to easily and efficiently serve our hundreds of NLP models, for entity extraction (NER), text classification, sentiment analysis, question answering, summarization… We found that FastAPI is a great way to serve transformer-based deep learning models.
In this article, we thought it would be interesting to show you how we are implementing an NLP API based on Hugging Face transformers with FastAPI. , Lees op nlpcloud.io/nlp-machine-learning-classification-api-production-fastapi-transformers-nlpcloud.html
AI & Security Intelligence
Wekelijkse nieuwsbrief met AI updates, security alerts en compliance inzichten, direct in uw inbox.
Security & AI Operating Model
Advisory met executiekracht
Van BIO2 en NIS2 tot EU AI Act, embedded in uw operating model, niet als extern project. Maandelijks opzegbaar, met assessments als bewijsvoering.