panosgriz/COVID-QA-el-small
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How to use panosgriz/mdeberta-v3-base-squad2-covid-el-small with Transformers:
# Use a pipeline as a high-level helper
# Warning: Pipeline type "question-answering" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# pip install "transformers<5.0.0"
from transformers import pipeline
pipe = pipeline("question-answering", model="panosgriz/mdeberta-v3-base-squad2-covid-el-small") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
tokenizer = AutoTokenizer.from_pretrained("panosgriz/mdeberta-v3-base-squad2-covid-el-small")
model = AutoModelForQuestionAnswering.from_pretrained("panosgriz/mdeberta-v3-base-squad2-covid-el-small", device_map="auto")This model is an adapted version of an mDeBERTa model, fine-tuned on the SQuAD v2 dataset for the COVID-19 domain and optimized for the Greek language.
COVID-QA-el-smallBase model
microsoft/mdeberta-v3-base