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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def autoencoder_ordered_text_small():
 """Ordered discrete autoencoder model for text, small version."""

  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