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40 lines
1.4 KiB
Python
40 lines
1.4 KiB
Python
from dataclasses import dataclass, field
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from typing import Optional
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@dataclass
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class ParakeetTDTSTTHandlerArguments:
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"""
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Arguments for the Parakeet TDT Speech-to-Text handler.
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Parakeet TDT 0.6B v3 is a 600M parameter multilingual ASR model from NVIDIA.
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- On MPS (Apple Silicon): Uses mlx-audio with mlx-community/parakeet-tdt-0.6b-v3
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- On CUDA/CPU: Uses nano-parakeet (pure PyTorch) with nvidia/parakeet-tdt-0.6b-v3
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"""
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parakeet_tdt_model_name: Optional[str] = field(
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default=None,
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metadata={
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"help": "The Parakeet TDT model to use. Defaults to 'mlx-community/parakeet-tdt-0.6b-v3' "
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"for MPS or 'nvidia/parakeet-tdt-0.6b-v3' for CUDA/CPU."
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},
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)
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parakeet_tdt_device: str = field(
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default="auto",
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metadata={
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"help": "Device to run the model on. 'auto' will use MPS on macOS and CUDA otherwise. "
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"Options: 'auto', 'cuda', 'mps', 'cpu'. Default is 'auto'."
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},
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)
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parakeet_tdt_compute_type: str = field(
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default="float16",
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metadata={"help": "Compute type for the model. Options: 'float16', 'float32'. Default is 'float16'."},
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)
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parakeet_tdt_language: Optional[str] = field(
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default=None,
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metadata={
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"help": "Target language code for transcription. If not specified, the model will "
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"auto-detect the language. Supports 25 European languages."
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},
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)
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