Transformers How to use imgreencucumber/rubert-ner-collection3 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="imgreencucumber/rubert-ner-collection3") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("imgreencucumber/rubert-ner-collection3")
model = AutoModelForTokenClassification.from_pretrained("imgreencucumber/rubert-ner-collection3", device_map="auto") 
