How do I train a custom Named Entity Recognition model?
An example of an AI chatbot conversation about training a custom NER model.
How do I train a custom Named Entity Recognition model?
To train a custom NER model, you'll need labeled data, a suitable framework like SpaCy or Hugging Face, and a training pipeline.
What kind of labeled data do I need?
You need a dataset where entities are annotated with their corresponding labels, such as names, dates, or locations.
Can you recommend a framework for this?
Sure! SpaCy and Hugging Face's Transformers are popular choices for training NER models.
How long does the training process usually take?
The training time can vary based on the dataset size and model complexity, but it typically ranges from a few hours to several days.
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