Indian Translatorv1

🚀 Indian Translator v1

This model is a fine - tuned version on the indiantranslator dataset. It aims to solve the communication barriers for solo female tourists in India, translating English text into Hindi colloquial language, thus enhancing communication efficiency and safety.

🚀 Quick Start

This model is a fine - tuned version model on indiantranslator dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.1119
• Epoch: 14

✨ Features

Solo female tourists in India often face communication barriers due to formal or outdated translations. This can lead to misunderstandings, frustration, and even safety concerns. Therefore, a model designed just for them that translates your English text into Hindi colloquial.

📚 Documentation

Training and evaluation data

batch_size = 16 learning_rate = 5e-5 weight_decay = 0.01 num_train_epochs = 15

Training hyperparameters

The following hyperparameters were used during training:

• optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 5e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
• training_precision: float32

Training results

Framework versions

• Transformers 4.48.3
• TensorFlow 2.18.0
• Datasets 3.3.2
• Tokenizers 0.21.0

📄 License

This project is licensed under the Apache 2.0 license.