How to use zohaib99k/roberta-base-squadv2 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="zohaib99k/roberta-base-squadv2")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("zohaib99k/roberta-base-squadv2") model = AutoModelForQuestionAnswering.from_pretrained("zohaib99k/roberta-base-squadv2", device_map="auto")
What is a pickle import?
