eriktks/conll2003
Updated • 20.3k • 172
How to use js7123/bert-finetuned-ner-accelerate with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="js7123/bert-finetuned-ner-accelerate", device_map="auto") # Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("js7123/bert-finetuned-ner-accelerate")
model = AutoModelForTokenClassification.from_pretrained("js7123/bert-finetuned-ner-accelerate", device_map="auto")# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("js7123/bert-finetuned-ner-accelerate")
model = AutoModelForTokenClassification.from_pretrained("js7123/bert-finetuned-ner-accelerate", device_map="auto")
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="js7123/bert-finetuned-ner-accelerate", device_map="auto")