tf marian region:us
---
{}
---
```python
from transformers import AutoTokenizer, TFAutoModelForSeq2SeqLM

model_checkpoint="Helsinki-NLP/opus-mt-en-ml"
tokenizer = AutoTokenizer.from_pretrained(model_checkpoint)
model = TFAutoModelForSeq2SeqLM.from_pretrained("ananya03/tf_model_malyalam")

input_text  = "Wishing you all a very good morning"

tokenized = tokenizer([input_text], return_tensors='np') # Convert input text to numerical format first
out = model.generate(**tokenized, max_length=128) # Performs translation

# Translated text from the translation code
with tokenizer.as_target_tokenizer():
    translated_text = tokenizer.decode(out[0], skip_special_tokens=True)
    print(translated_text)

```