adding handler to project
Browse files- handler.py +14 -0
handler.py
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# handler.py
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from transformers import AutoModelForCausalLM, AutoTokenizer
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class Handler:
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def __init__(self, path=""):
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self.tokenizer = AutoTokenizer.from_pretrained(path)
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self.model = AutoModelForCausalLM.from_pretrained(path)
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def __call__(self, data):
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prompt = data["inputs"]
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inputs = self.tokenizer(prompt, return_tensors="pt")
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outputs = self.model.generate(**inputs, max_new_tokens=100)
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response = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
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return {"prediction": response}
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