| --- | |
| language: | |
| - vi | |
| - vn | |
| - en | |
| - multilingual | |
| tags: | |
| - question-answering | |
| - pytorch | |
| datasets: | |
| - squad | |
| metrics: | |
| - squad | |
| pipeline_tag: question-answering | |
| widget: | |
| - text: what is the capital of Vietnam ? | |
| context: Keeping an ageless charm through centuries, Hanoi - the capital of Vietnam | |
| is famous not only for the Old Quarter with narrow and crowded streets but also | |
| for the nostalgic feeling that it brings. While Saigon is a young and modern city, | |
| the ancient Hanoi is still a true beholder of history. | |
| --- | |
| ```python | |
| from transformers import pipeline | |
| model_checkpoint = "aicryptogroup/distill-xlm-mrc" | |
| nlp = pipeline('question-answering', model=model_checkpoint, | |
| tokenizer=model_checkpoint) | |
| QA_input = { | |
| 'question': "what is the capital of Vietnam", | |
| 'context': "Keeping an ageless charm through centuries, Hanoi - the capital of Vietnam is famous not only for the Old Quarter with narrow and crowded streets but also for the nostalgic feeling that it brings. While Saigon is a young and modern city, the ancient Hanoi is still a true beholder of history." | |
| } | |
| res = nlp(QA_input) | |
| print('pipeline: {}'.format(res)) | |