How to use Diaa-Essam/arabert-v2-ner-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForTokenClassification base_model = AutoModelForTokenClassification.from_pretrained("aubmindlab/bert-base-arabertv2") model = PeftModel.from_pretrained(base_model, "Diaa-Essam/arabert-v2-ner-lora")
How to use Diaa-Essam/arabert-v2-ner-lora with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Diaa-Essam/arabert-v2-ner-lora")
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Diaa-Essam/arabert-v2-ner-lora", dtype="auto")
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