Eng_Marathi_translation

Eng_Marathi_translation

This model is designed to translate text from English to Marathi using a custom-trained Transformer model.

Model Description

The Eng_Marathi_translation model is a sequence-to-sequence Transformer model that has been fine-tuned for translating English text to Marathi. It uses a standard Transformer architecture with attention mechanisms that weigh the influence of different parts of the input sentence as the model predicts each word of the output sentence.

How to Use

Here is how to use this model to translate English text into Marathi in Python:

from transformers import AutoModelForSeq2SeqLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("HariSekhar/Eng_Marathi_translation")
model = AutoModelForSeq2SeqLM.from_pretrained("HariSekhar/Eng_Marathi_translation")

text = "Your English text to translate."

inputs = tokenizer.encode(text, return_tensors="pt")
outputs = model.generate(inputs)

print(tokenizer.decode(outputs[0], skip_special_tokens=True))