NLP

A multi container ML app (1/3): Docker

Posted on September 11, 2022

Building a translation app by putting together 3 containerized microservices: a Flask frontend, a FastAPI backend and a MySQL database. Let’s skim through the development process and the containerization. Also covered: Docker registry and CI/CD with GitHub Actions. [Read More]

docker container api nlp database flask fastapi python sql ci/cd registry

NLP with 🤗 Hugging Face

Posted on July 12, 2021

Zero-shot classification is basically text classification with no training at all. How does it compare with transfer learning/fine-tuning? We’ll see using the beloved 🤗 transformers library. [Read More]

NLP zero-shot classification text classification distilbert transformers hugging face