Token Classification
Transformers
PyTorch
Safetensors
English
roberta
deidentification
medical notes
ehr
phi
Instructions to use obi/deid_roberta_i2b2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use obi/deid_roberta_i2b2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="obi/deid_roberta_i2b2")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("obi/deid_roberta_i2b2") model = AutoModelForTokenClassification.from_pretrained("obi/deid_roberta_i2b2") - Inference
- Notebooks
- Google Colab
- Kaggle
Ctrl+K