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Create model.py
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model.py
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from transformers import pipeline
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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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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()
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