#167 · Primary category: MLOps & Evaluation

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annotations datasets natural-language-processing nlp prodigy spacy

🪐 End-to-end NLP workflows from prototype to production

Project last updated:10/15/24

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1.4K

Forks

473

Contributors

29

License

MIT

Why we included this project

Anyone building a spaCy pipeline beyond a quick prototype will find this repo useful. It is a collection of Weasel templates that cover the whole path from raw data to a served model: you fetch assets, preprocess your corpus, train, and package the result as an installable Python module. The tutorial templates walk through a specific use case end to end, giving you a complete example of a finished workflow, and the integration templates show how to wire in third-party tools for experiment tracking and deployment. Because each template defines its commands and file layout up front, cloning one and swapping in your own data is straightforward, and the result is a reproducible baseline your team can share and rerun.

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