microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

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Established

This helps machine learning engineers or researchers build and customize advanced language understanding models. You can input your specialized text data and, through a guided process, create a BERT model tailored to your domain. This results in highly accurate models for tasks like text classification or question answering, even with unique terminology.

403 stars. No commits in the last 6 months.

Use this if you need to train a BERT model from scratch or fine-tune an existing one for highly specialized text data within the Azure Machine Learning environment.

Not ideal if you are not familiar with deep learning model training or if you require the absolute fastest BERT pretraining, as a more recent ONNX Runtime implementation offers significantly quicker results.

natural-language-processing machine-learning-engineering text-analytics deep-learning language-model-customization
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 24 / 25

How are scores calculated?

Stars

403

Forks

123

Language

Jupyter Notebook

License

MIT

Last pushed

Jun 12, 2023

Commits (30d)

0

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