code: def autoencoder_ordered_text_small():
    
    hparams = autoencoder_ordered_text()
    hparams.bottleneck_bits = 32
    hparams.num_hidden_layers = 3
    hparams.hidden_size = 64
    hparams.max_hidden_size = 512
    hparams.bottleneck_noise = 0.0
    hparams.autoregressive_mode = "conv5"
    hparams.sample_height = 4
    return hparams
docs: Ordered discrete autoencoder model for text, small version.