Delete handler.py
Browse files- handler.py +0 -23
handler.py
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import torch
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import transformers
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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class EndpointHandler:
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def __init__(self, path=""):
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tokenizer = AutoTokenizer.from_pretrained(path)
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model = AutoModelForSequenceClassification.from_pretrained(path)
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model.eval()
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self.pipeline = transformers.pipeline(
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"text-classification", model=model, tokenizer=tokenizer
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)
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def __call__(self, inputs):
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result = self.pipeline(inputs, truncation=True, padding=False, max_length=512)
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for item in result:
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if item['label'] == 'LABEL_0':
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item['label'] = 'human-written'
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else:
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item['label'] = 'AI-generated'
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return result
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