code: def get_model(
      ctable: CTable, *, teacher_force: bool = False
  ) -> models.Seq2seq:
      return models.Seq2seq(
          teacher_force=teacher_force,
          hidden_size=FLAGS.hidden_size,
          eos_id=ctable.eos_id,
          vocab_size=ctable.vocab_size,
      )
  
imports: import functools
  from typing import Any, Dict, Tuple
  from absl import app
  from absl import flags
  from absl import logging
  from clu import metric_writers
  from flax import linen
  from flax.training import train_state
  import jax
  import jax.numpy
  import optax
  import models
  from input_pipeline import CharacterTable
  from input_pipeline import get_sequence_lengths
  from input_pipeline import mask_sequences
label_desc: Use image node_id 1 for calling a global function with example usage: get_model(ctable) and returns: models