# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("pourmand1376/NER_Farsi")
model = AutoModelForTokenClassification.from_pretrained("pourmand1376/NER_Farsi", device_map="auto")Quick Links
This model can classify tokens and do Name Entity Recognition task in Farsi.
Feel free to test it. You can copy from below samples.
من امیر پورمند هستم و در خبرگزاری فارس استان زنجان هستم.
This model is based on Farsi Bert and is finetuned on Name Entity Recognition task for 10 epochs.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="pourmand1376/NER_Farsi")