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modernBERT-base-ontoNotes-NER
mlame/modernBERT-base-ontoNotes-NER
modernBERT-base-ontoNotes-NER is a token classification model from mlame. Use it when you need labels on individual words, such as names. The card lists the license as mit.
This is a fineTuned version of modernBERT, trained for Named Entity Recognition (NER) tasks. I've focused on maximizing the F1 of the Person entity, without reducing effectiveness for other entities.
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At a glance
- Task
- Token Classification
- License
- mit
- Model type
- modernbert
- Access
- Public
- Created
- Feb 3, 2025
- Updated
- Feb 16, 2025
- SHA
- bfeaab76
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Model card
From the Hugging Face model README
Model Card for Model ID
This is a fineTuned version of modernBERT, trained for Named Entity Recognition (NER) tasks. I've focused on maximizing the F1 of the Person entity, without reducing effectiveness for other entities.
Model Details
Model works, but I am still trying to improve it
Here is the code I used for training: GitHub Repo
Here is an article I wrote about building it out: My Article
If you have any suggestions on how to improve the model, I'm definitely open to implementing - just let me know :)
<img src="https://cdn-uploads.huggingface.co/production/uploads/6360ade17ac39ff884b15842/I6m0ZT51881L4jk2J_G4K.jpeg" width="600">- Task
- Token Classification
- Type
- modernbert
- License
- mit
- Languages
- en
- Created
- Feb 3, 2025
- Updated
- Feb 16, 2025