How to use kamalkraj/bert-base-cased-ner-conll2003 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="kamalkraj/bert-base-cased-ner-conll2003")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("kamalkraj/bert-base-cased-ner-conll2003") model = AutoModelForTokenClassification.from_pretrained("kamalkraj/bert-base-cased-ner-conll2003", device_map="auto")
https://huggingface.co/kamalkraj/bert-base-cased-ner-conll2003/resolve/refs%2Fpr%2F3/tokenizer.json
hf download hf://kamalkraj/bert-base-cased-ner-conll2003@refs/pr/3/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/kamalkraj/bert-base-cased-ner-conll2003/resolve/refs%2Fpr%2F3/tokenizer.json
