Transformers How to use kartashoffv/rubert-tiny2-ner-x5-case with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="kartashoffv/rubert-tiny2-ner-x5-case") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("kartashoffv/rubert-tiny2-ner-x5-case")
model = AutoModelForTokenClassification.from_pretrained("kartashoffv/rubert-tiny2-ner-x5-case", device_map="auto") 
