https://github.com/jhaayush2004/translatron

English to Hindi Translation Using Hugging Face Transformer
https://github.com/jhaayush2004/translatron

adam-optimizer huggingface-transformers nlp-machine-learning tensorflow

Last synced: about 2 months ago
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English to Hindi Translation Using Hugging Face Transformer

• Host: GitHub
• URL: https://github.com/jhaayush2004/translatron
• Owner: jhaayush2004
• License: mit
• Created: 2024-06-08T06:10:47.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-06-08T08:09:26.000Z (12 months ago)
• Last Synced: 2025-04-12T02:12:24.202Z (about 2 months ago)
• Topics: adam-optimizer, huggingface-transformers, nlp-machine-learning, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 161 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# Translatron

English to Hindi Translation Using Hugging Face Transformer.

## About Model

This project aims to build a translation model capable of translating English sentences to Hindi using the state-of-the-art models available through the Hugging Face Transformers library. The process involves importing a pre-trained translation model from Hugging Face, fine-tuning it on a dataset containing English-Hindi parallel sentences, and evaluating its performance.

## Dataset

Visit dataset : https://huggingface.co/datasets/cfilt/iitb-english-hindi

How it looks ?

![App Screenshot](https://github.com/jhaayush2004/Translatron/blob/main/visuals/howdatalooks.png)

## Hugging Face Model

Model name : Helsinki-NLP/opus-mt-en-hi

Visit the model: https://huggingface.co/Helsinki-NLP/opus-mt-en-hi

Source language: English

Target language: Hindi

## How Output Looks Like ???

![App Screenshot](https://github.com/jhaayush2004/Translatron/blob/main/visuals/s1.png)

![App Screenshot](https://github.com/jhaayush2004/Translatron/blob/main/visuals/s2.png)

![App Screenshot](https://github.com/jhaayush2004/Translatron/blob/main/visuals/s3.png)

![App Screenshot](https://github.com/jhaayush2004/Translatron/blob/main/visuals/s4.png)

Special thanks to HUGGING FACE for proving such State-of-the-Art transformer model.