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mcsabai/
huBert-fine-tuned-hungarian-squadv1

Name: huBert-fine-tuned-hungarian-squadv1
Availability: InStock

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MODEL DESCRIPTION

huBERT base model (cased) fine-tuned on SQuAD v1

huBert model + Tokenizer: https://huggingface.co/SZTAKI-HLT/hubert-base-cc
Hungarian SQUAD v1 dataset: Machine Translated SQuAD dataset (Google Translate API)
This is a demo model. Date of publication: 2022.03.27.

Model in action

Fast usage with pipelines:

python

from transformers import pipeline
qa_pipeline = pipeline(
    "question-answering",
    model="mcsabai/huBert-fine-tuned-hungarian-squadv1",
    tokenizer="mcsabai/huBert-fine-tuned-hungarian-squadv1"
)
predictions = qa_pipeline({
    'context': "Anita vagyok és Budapesten élek már több mint 4 éve.",
    'question': "Hol lakik Anita?"
})
print(predictions)
# output:
# {'score': 0.9892364144325256, 'start': 16, 'end': 26, 'answer': 'Budapesten'}