This example demonstrates how to implement a basic character-level recurrent sequence-to-sequence model. We apply it to translating short English sentences into short French sentences, character-by-character. Note that it is fairly unusual to do character-level machine translation, as word-level models are more common in this domain.
1latent_dim = 256
2num_encoder_tokens = 71
3max_encoder_seq_length = 15
4num_decoder_tokens = 92
5max_decoder_seq_length = 59