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@@ -25,11 +25,18 @@ Here is how to use this model to get the features of a given text in PyTorch:
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  from transformers import AutoModelForQuestionAnswering, AutoTokenizer
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  model = AutoModelForQuestionAnswering.from_pretrained("rubentito/bert-large-mpdocvqa")
 
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  question = "Replace me by any text you'd like."
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  context = "Put some context for answering"
 
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  encoded_input = tokenizer(question, context, return_tensors='pt')
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  output = model(**encoded_input)
 
 
 
 
 
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  ```
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  ## Model results
 
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  from transformers import AutoModelForQuestionAnswering, AutoTokenizer
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  model = AutoModelForQuestionAnswering.from_pretrained("rubentito/bert-large-mpdocvqa")
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+ tokenizer = AutoTokenizer.from_pretrained("rubentito/bert-large-mpdocvqa")
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  question = "Replace me by any text you'd like."
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  context = "Put some context for answering"
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+
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  encoded_input = tokenizer(question, context, return_tensors='pt')
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  output = model(**encoded_input)
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+
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+ start_pos = output.start_logits.argmax(dim=-1).item()
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+ end_pos = output.end_logits.argmax(dim=-1).item()
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+
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+ pred_answer = context[start_pos:end_pos]
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  ```
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  ## Model results