Add model file
Browse files
model.py
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from __future__ import annotations
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from dataclasses import dataclass
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from openai import OpenAI
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@dataclass
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class ModelRunner:
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model_name: str
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_client: OpenAI
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@classmethod
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def load(cls, model_name: str, api_key: str, base_url: str) -> "ModelRunner":
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print(f"Connecting to {model_name} via API ...")
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client = OpenAI(base_url=base_url, api_key=api_key)
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return cls(model_name=model_name, _client=client)
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def generate(
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self,
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messages: list[dict[str, str]],
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temperature: float = 0.3,
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max_new_tokens: int = 512,
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) -> str:
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response = self._client.chat.completions.create(
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model=self.model_name,
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messages=messages,
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temperature=temperature,
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max_tokens=max_new_tokens,
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)
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return response.choices[0].message.content
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