How to use nbroad/deberta-v3-base-orgs-v2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="nbroad/deberta-v3-base-orgs-v2")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("nbroad/deberta-v3-base-orgs-v2") model = AutoModelForTokenClassification.from_pretrained("nbroad/deberta-v3-base-orgs-v2", device_map="auto")
https://huggingface.co/nbroad/deberta-v3-base-orgs-v2/resolve/main/tokenizer.json
hf download hf://nbroad/deberta-v3-base-orgs-v2/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/nbroad/deberta-v3-base-orgs-v2/resolve/main/tokenizer.json
