from transformers import DistilBertTokenizer, DistilBertModel import torch tokenizer = DistilBertTokenizer.from_pretrained('distilbert-base-cased-distilled-squad') model = DistilBertModel.from_pretrained('distilbert-base-cased-distilled-squad') question, text = "Who was Jim Henson?", "Jim Henson was a nice puppet." inputs = tokenizer(question, text, return_tensors="pt") with torch.no_grad(): outputs = model(**inputs) print(outputs)