Transformers How to use deepset/deberta-v3-base-squad2 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="deepset/deberta-v3-base-squad2") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
tokenizer = AutoTokenizer.from_pretrained("deepset/deberta-v3-base-squad2")
model = AutoModelForQuestionAnswering.from_pretrained("deepset/deberta-v3-base-squad2", device_map="auto") 
Mayank Jobanputra +1: SFconvertbot - Adding `safetensors` variant of this model (5fcc6cb32601b9dc22059dfa0ae4a6febbb22d91) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>937a9e8