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TeluguGPT: A machine translation model that converts English text to Telugu using Transformer architecture. This project leverages self-attention mechanisms to provide accurate and contextually relevant translations, demonstrating the power of advanced natural language processing techniques.

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uddithmachiraju/TeluguGPT

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TeluguGPT: English to Telugu Translation Model 🌐🇮🇳

TeluguGPT is built using a transformer-based architecture, specifically fine-tuned for English to Telugu translation. The model has been trained on a large parallel corpus of English-Telugu text, ensuring high accuracy and contextual understanding. The project also includes extensive pre-processing techniques like tokenization and normalization to handle the nuances of the Telugu language, making it highly effective for real-world translation tasks.

Features:

  • Transformer-based architecture for high-quality and contextually accurate translations.
  • English to Telugu Translation capability.
  • Customizable for domain-specific fine-tuning and training.

Prerequisites:

  • Python 3
  • Required Python libraries:
    • transformers
    • torch
    • numpy
    • tokenizers
    • datasets

Installation:

  1. Clone the repository:
    git clone https://github.com/uddithmachiraju/TeluguGPT.git

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TeluguGPT: A machine translation model that converts English text to Telugu using Transformer architecture. This project leverages self-attention mechanisms to provide accurate and contextually relevant translations, demonstrating the power of advanced natural language processing techniques.

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