slacktoid commited on
Commit
dcd0a52
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1 Parent(s): 11d01b3

adding handler to project

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  1. handler.py +14 -0
handler.py ADDED
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+ # handler.py
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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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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+
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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}