""" Model manager for handling multiple models """ from typing import Dict, Optional import logging from config import MODELS from .musicgen_model import MusicGenModel from .audioldm_model import AudioLDMModel logger = logging.getLogger(__name__) class ModelManager: def __init__(self): self.models = {} self.current_model = None def load_model(self, model_key: str) -> bool: """Load a specific model""" try: if model_key not in MODELS: raise ValueError(f"Unknown model: {model_key}") config = MODELS[model_key] logger.info(f"Loading model: {config.name}") if "musicgen" in model_key: self.models[model_key] = MusicGenModel(config.repo_id) elif "audioldm" in model_key: self.models[model_key] = AudioLDMModel(config.repo_id) self.current_model = model_key logger.info(f"Model {config.name} loaded successfully") return True except Exception as e: logger.error(f"Failed to load model {model_key}: {str(e)}") return False def get_model(self, model_key: Optional[str] = None): """Get a loaded model""" key = model_key or self.current_model if key not in self.models: self.load_model(key) return self.models.get(key) def list_models(self) -> Dict[str, str]: """List available models""" return {key: config.name for key, config in MODELS.items()} def get_model_info(self, model_key: str) -> Dict: """Get model information""" if model_key in MODELS: config = MODELS[model_key] return { "name": config.name, "max_duration": config.max_duration, "description": config.description, "default_params": config.default_params } return {}