audiocraft-ui/scripts/download_models.py

#!/usr/bin/env python3
"""Pre-download AudioCraft models for faster startup."""

import argparse
import os
from pathlib import Path


def download_musicgen_models(variants: list[str] = None):
    """Download MusicGen models."""
    from audiocraft.models import MusicGen

    variants = variants or ["small", "medium", "large", "melody"]

    for variant in variants:
        print(f"Downloading MusicGen {variant}...")
        try:
            model = MusicGen.get_pretrained(f"facebook/musicgen-{variant}")
            del model
            print(f"  ✓ MusicGen {variant} downloaded")
        except Exception as e:
            print(f"  ✗ Failed to download MusicGen {variant}: {e}")


def download_audiogen_models():
    """Download AudioGen models."""
    from audiocraft.models import AudioGen

    print("Downloading AudioGen medium...")
    try:
        model = AudioGen.get_pretrained("facebook/audiogen-medium")
        del model
        print("  ✓ AudioGen medium downloaded")
    except Exception as e:
        print(f"  ✗ Failed to download AudioGen: {e}")


def download_magnet_models(variants: list[str] = None):
    """Download MAGNeT models."""
    from audiocraft.models import MAGNeT

    variants = variants or ["small", "medium", "audio-small-10secs", "audio-medium-10secs"]

    for variant in variants:
        print(f"Downloading MAGNeT {variant}...")
        try:
            model = MAGNeT.get_pretrained(f"facebook/magnet-{variant}")
            del model
            print(f"  ✓ MAGNeT {variant} downloaded")
        except Exception as e:
            print(f"  ✗ Failed to download MAGNeT {variant}: {e}")


def main():
    parser = argparse.ArgumentParser(description="Pre-download AudioCraft models")
    parser.add_argument(
        "--models",
        nargs="+",
        choices=["musicgen", "audiogen", "magnet", "all"],
        default=["all"],
        help="Models to download",
    )
    parser.add_argument(
        "--musicgen-variants",
        nargs="+",
        default=["small", "medium"],
        help="MusicGen variants to download",
    )
    parser.add_argument(
        "--magnet-variants",
        nargs="+",
        default=["small", "medium"],
        help="MAGNeT variants to download",
    )
    parser.add_argument(
        "--cache-dir",
        type=str,
        default=None,
        help="Model cache directory",
    )

    args = parser.parse_args()

    # Set cache directory
    if args.cache_dir:
        os.environ["HF_HOME"] = args.cache_dir
        os.environ["TORCH_HOME"] = args.cache_dir
        Path(args.cache_dir).mkdir(parents=True, exist_ok=True)

    models = args.models
    if "all" in models:
        models = ["musicgen", "audiogen", "magnet"]

    print("=" * 50)
    print("AudioCraft Model Downloader")
    print("=" * 50)
    print(f"Cache directory: {os.environ.get('HF_HOME', 'default')}")
    print(f"Models to download: {models}")
    print("=" * 50)

    if "musicgen" in models:
        download_musicgen_models(args.musicgen_variants)

    if "audiogen" in models:
        download_audiogen_models()

    if "magnet" in models:
        download_magnet_models(args.magnet_variants)

    print("=" * 50)
    print("Download complete!")
    print("=" * 50)


if __name__ == "__main__":
    main()