NghiemAbe/viquad
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How to use lqbin/videberta-xsmall_batchsize24_epoch1 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="lqbin/videberta-xsmall_batchsize24_epoch1") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
tokenizer = AutoTokenizer.from_pretrained("lqbin/videberta-xsmall_batchsize24_epoch1")
model = AutoModelForQuestionAnswering.from_pretrained("lqbin/videberta-xsmall_batchsize24_epoch1", device_map="auto")I fineturned it from https://huggingface.co/Fsoft-AIC/videberta-xsmall. I am using it for relation extraction task (information extraction).