dlowl commited on
Commit
137c061
·
1 Parent(s): 96a4267

Load dolly-v2 model with remote code trusted and full text returned (so it's usable with langchain)

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Files changed (1) hide show
  1. handler.py +29 -0
handler.py ADDED
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+ from typing import Dict, Any, List
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+
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+ from transformers import pipeline
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+
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+
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+ class EndpointHandler:
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+ def __init__(
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+ self,
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+ path: str,
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+ ) -> None:
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+ self.pipeline = pipeline(model=path, trust_remote_code=True, return_full_text=True)
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+
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+ def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
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+ """
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+ data args:
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+ inputs (:obj: `str`)
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+ Return:
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+ A :obj:`list` | `dict`: will be serialized and returned
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+ """
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+ inputs = data.pop("inputs", data)
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+ parameters = data.pop("parameters", None)
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+
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+ # pass inputs with all kwargs in data
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+ if parameters is not None:
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+ prediction = self.pipeline(inputs, **parameters)
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+ else:
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+ prediction = self.pipeline(inputs)
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+ # postprocess the prediction
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+ return prediction