config_model.py

from transformers import PretrainedConfig


class SoundStreamConfig(PretrainedConfig):
    model_type = "soundstream"

    def __init__(
        self,
        channels: int = 32,
        latent_dim: int = 512,
        codebook_size: int = 1024,
        num_quantizers: int = 8,
        **kwargs,
    ):
        super().__init__(**kwargs)
        self.channels = channels
        self.latent_dim = latent_dim
        self.codebook_size = codebook_size
        self.num_quantizers = num_quantizers