👨🏽‍💻 Deploying#

These tutorials show you how you can leverage model predictions to analyze and evaluate your model, or to pre-annotate your data in Argilla.

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Monitoring Inference Predictions FastAPI

MLOps Steps: Deploying, Monitoring
NLP Tasks: TextClassification, TokenClassification (NER)
Libraries: spaCy, FastAPI, transformers

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Argilla with Active Learning and a free Colab GPU

MLOps Steps: Deploying, Training
NLP Tasks: TextClassification
Libraries: Google Colab, small-text
Techniques: Active Learning

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🔐 Backup and version Argilla Datasets using DVC

MLOps Steps: Deploying, Monitoring
NLP Tasks: Text2Text
Libraries: dvc
Techniques: Explainability