DurgaDeepak commited on
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54619a0
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1 Parent(s): 05f1709

Create model.py

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  1. model.py +13 -0
model.py ADDED
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+ from transformers import pipeline
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+
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+ def load_llm():
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+ return pipeline(
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+ "text-generation",
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+ model="mistralai/Mistral-7B-Instruct-v0.1",
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+ device_map="auto",
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+ trust_remote_code=True
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+ )
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+
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+ def get_response(pipe, prompt, max_new_tokens=256):
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+ out = pipe(prompt, max_new_tokens=max_new_tokens, do_sample=True)
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+ return out[0]["generated_text"].split("User:")[-1].strip()