Transformers How to use denis-gordeev/rured2-ner-microsoft-mdeberta-v3-base with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="denis-gordeev/rured2-ner-microsoft-mdeberta-v3-base") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("denis-gordeev/rured2-ner-microsoft-mdeberta-v3-base")
model = AutoModelForTokenClassification.from_pretrained("denis-gordeev/rured2-ner-microsoft-mdeberta-v3-base", device_map="auto") 
