Shushant

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ContaminationQuestionAnswering

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# 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="Shushant/ContaminationQuestionAnswering")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering

tokenizer = AutoTokenizer.from_pretrained("Shushant/ContaminationQuestionAnswering")
model = AutoModelForQuestionAnswering.from_pretrained("Shushant/ContaminationQuestionAnswering", device_map="auto")