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