generated_from_trainer

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bert-base-multilingual-cased-finetuned-albanian-ner

This model is a fine-tuned version of bert-base-multilingual-cased on the wikiann dataset.

Usage

from transformers import pipeline, AutoModelForTokenClassification, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("Kushtrim/bert-base-multilingual-cased-finetuned-albanian-ner")
model = AutoModelForTokenClassification.from_pretrained("Kushtrim/bert-base-multilingual-cased-finetuned-albanian-ner")

ner = pipeline("ner", model=model, tokenizer=tokenizer, aggregation_strategy='first')
text = """ Unë, biri yt, Kosovë t'i njoh dëshirat e heshtura,  t'i njoh ëndrrat, erërat e fjetura me shekuj,  t'i njoh vuatjet, gëzimet, vdekjet,  t'i njoh lindjet e bardha, caqet e tuka të kulluara;  ta di gjakun që të vlon në gji,  dallgën kur të rrahë netëve t'pagjumta  e të shpërthej do si vullkan:-  më mirë se kushdo tjetër të njoh, Kosovë.  Unë biri yt. - Poezi nga Ali Podrimja """

results = ner(text)
pd.DataFrame.from_records(results)

@misc {kushtrim_visoka_2022,
	author       = { Kushtrim Visoka },
	title        = { bert-base-multilingual-cased-finetuned-albanian-ner (Revision 609fca2) },
	year         = 2022,
	url          = { https://huggingface.co/Kushtrim/bert-base-multilingual-cased-finetuned-albanian-ner },
	doi          = { 10.57967/hf/0006 },
	publisher    = { Hugging Face }
}