# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
tokenizer = AutoTokenizer.from_pretrained("bookbot/roberta-base-emphasis-onnx-quantized")
model = AutoModelForQuestionAnswering.from_pretrained("bookbot/roberta-base-emphasis-onnx-quantized", device_map="auto")Quick Links
# 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="bookbot/roberta-base-emphasis-onnx-quantized")