How to use mbartolo/roberta-large-synqa-ext 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="mbartolo/roberta-large-synqa-ext")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("mbartolo/roberta-large-synqa-ext") model = AutoModelForQuestionAnswering.from_pretrained("mbartolo/roberta-large-synqa-ext", device_map="auto")
https://huggingface.co/mbartolo/roberta-large-synqa-ext/resolve/refs%2Fpr%2F3/vocab.json
hf download hf://mbartolo/roberta-large-synqa-ext@refs/pr/3/vocab.json
curl -L -o vocab.json https://huggingface.co/mbartolo/roberta-large-synqa-ext/resolve/refs%2Fpr%2F3/vocab.json
