Tag: nlp
All the articles with the tag "nlp".
Serving ML Models in Production with FastAPI + ONNX
Published: at 10:00 AMLearn how to serve machine learning models in production using FastAPI and ONNX Runtime. Export a Hugging Face NLP model to ONNX, build a REST inference endpoint, benchmark performance against native PyTorch, and containerize the service with Docker.
Introduction to Hugging Face Transformers
Published: at 10:30 AMA practical introduction to the Hugging Face Transformers library. Learn to use the high-level pipeline API for common NLP tasks, understand tokenizers and models, and run a basic fine-tuning workflow with the Trainer.