mirror of
https://github.com/jamiepine/voicebox.git
synced 2026-09-15 04:40:40 -07:00
Jamie Pine
94487f32a5
- Added support for MLX backend on Apple Silicon, enabling optimized performance for TTS and STT tasks. - Implemented platform detection to dynamically select between MLX and PyTorch based on the runtime environment. - Updated build process to include MLX-specific dependencies and configurations for macOS. - Refactored backend code to improve model loading and inference logic, accommodating backend-specific requirements. - Enhanced documentation to clarify backend selection and performance benefits for different platforms. - Streamlined installation instructions and troubleshooting guidance for MLX-related issues.
34 lines
776 B
Python
34 lines
776 B
Python
"""
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Platform detection for backend selection.
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"""
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import platform
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from typing import Literal
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def is_apple_silicon() -> bool:
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"""
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Check if running on Apple Silicon (arm64 macOS).
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Returns:
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True if on Apple Silicon, False otherwise
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"""
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return platform.system() == "Darwin" and platform.machine() == "arm64"
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def get_backend_type() -> Literal["mlx", "pytorch"]:
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"""
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Detect the best backend for the current platform.
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Returns:
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"mlx" on Apple Silicon (if MLX is available), "pytorch" otherwise
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"""
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if is_apple_silicon():
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try:
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import mlx
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return "mlx"
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except ImportError:
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# MLX not installed, fallback to PyTorch
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return "pytorch"
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return "pytorch"
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