Transformers How to use OpenMed/OpenMed-PII-Italian-FastClinical-Small-82M-v1 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="OpenMed/OpenMed-PII-Italian-FastClinical-Small-82M-v1") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("OpenMed/OpenMed-PII-Italian-FastClinical-Small-82M-v1")
model = AutoModelForTokenClassification.from_pretrained("OpenMed/OpenMed-PII-Italian-FastClinical-Small-82M-v1", device_map="auto") 
