Update README.md

README.md

@@ -18,4 +18,16 @@ This repo contains the model and the notebook [to this Keras example on Characte
 Full credits to: [fchollet](https://twitter.com/fchollet)
 
 ## Background Information 
-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.
+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.
+
+## Limitations
+It works on text of length <= 15 characters
+
+## Parameters needed for using the model
+```python
+latent_dim = 256
+num_encoder_tokens = 71
+max_encoder_seq_length = 15
+num_decoder_tokens = 92
+max_decoder_seq_length = 59
+```