English To Tamil

🚀 English to Tamil Translation Model

This model leverages a fine - tuned version of Mr - Vicky from the Hugging Face model hub to translate English sentences into Tamil.

🚀 Quick Start

This model enables English to Tamil translation. You can use it either through the Hugging Face transformers library or the Hugging Face inference API.

✨ Features

• It is a fine - tuned model for English to Tamil translation.
• The model is based on the Transformer architecture, optimized for sequence - to - sequence tasks.

📦 Installation

To use this model, you need to install the transformers library. You can install it via pip:

pip install transformers

💻 Usage Examples

Basic Usage

You can use this model in your Python code as follows:

# Load model directly
import torch
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

checkpoint = "suriya7/English-to-Tamil"
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
model = AutoModelForSeq2SeqLM.from_pretrained(checkpoint)

def language_translator(text):
    tokenized = tokenizer([text], return_tensors='pt')
    out = model.generate(**tokenized, max_length=128)
    return tokenizer.decode(out[0],skip_special_tokens=True)

text_to_translate = "hardwork never fail"
output = language_translator(text_to_translate)
print(output)

📚 Documentation

Model Information

Training Details

• This model has been fine - tuned for English to Tamil translation.
• Training Duration: Over 10 hours
• Loss Achieved: 0.6
• Model Architecture: The model architecture is based on the Transformer architecture, specifically optimized for sequence - to - sequence tasks.

Inference

1. How to use the model in our notebook: The provided Python code above demonstrates how to load the model and perform translation.

📄 License

This project is licensed under the MIT license.

👥 About the Authors

This model was developed by suriya7 in collaboration with Mr - Vicky.