{
  "_class_name": "VQModel",
	"sample_size": 256,
  "_diffusers_version": "0.0.4",
	"in_channels": 3,
	"out_channels": 3,
	"latent_channels": 3,
	"num_vq_embeddings": 8192,
	"down_block_types": ["DownEncoderBlock2D", "DownEncoderBlock2D", "DownEncoderBlock2D"],
	"up_block_types": ["UpDecoderBlock2D", "UpDecoderBlock2D", "UpDecoderBlock2D"],
	"block_out_channels": [128, 256, 512],
	"layers_per_block": 2 
}