Instructions to use rajpurkarlab/filbert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rajpurkarlab/filbert with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="rajpurkarlab/filbert")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("rajpurkarlab/filbert") model = AutoModelForSequenceClassification.from_pretrained("rajpurkarlab/filbert") - Notebooks
- Google Colab
- Kaggle
To use our fine-tuned BioBERT model to predict whether a sentence from a radiology reports makes reference to priors, run the following:
from transformers import AutoTokenizer, AutoModelForTokenClassification
modelname = "rajpurkarlab/filbert"
tokenizer = AutoTokenizer.from_pretrained(modelname)
model = AutoModelForTokenClassification.from_pretrained(modelname)
- Downloads last month
- 9