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| import requests | |
| import random | |
| import time | |
| def func2(text): | |
| filter = False | |
| API_URL = "https://api-inference.huggingface.co/models/Abderrahim2/bert-finetuned-gender_classification" | |
| headers = {"Authorization": "Bearer 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"} | |
| response = requests.post(API_URL, headers=headers, json=text) | |
| output = response.json() | |
| result = dict() | |
| for out in output[0]: | |
| label = out['label'] | |
| if label == 'undefined' and filter: continue | |
| result[label] = out['score'] | |
| return result |