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from typing import Dict, List, Any |
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from punctuators.models.punc_cap_seg_model import PunctCapSegConfigONNX, PunctCapSegModelONNX |
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class PreTrainedPipeline(): |
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def __init__(self, path: str): |
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cfg: PunctCapSegConfigONNX = PunctCapSegConfigONNX( |
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directory=path, |
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spe_filename="spe_32k_lc_en.model", |
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model_filename="punct_cap_seg_en.onnx", |
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config_filename="config.yaml", |
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) |
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self._punctuator: PunctCapSegModelONNX = PunctCapSegModelONNX(cfg) |
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def __call__(self, data: str) -> List[Dict]: |
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pred_texts: List[List[str]] = self._punctuator.infer([data]) |
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outputs: List[Dict] = [{"generated_text": " \\n ".join(pred_texts[0])}] |
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return outputs |
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