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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 

Vincent Le Goualher  • © 2023  •  VLG Data Engineering

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