opus-mt-en-hi

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-hi on iitb-english-hindi dataset. It achieves the following results on the evaluation set:

  • Loss: 3.5595
  • Bleu: 11.9246

Model description

More information needed

Training and evaluation data

This model is trained on Helsinki-NLP/opus-mt-en-hi on iitb-english-hindi. Here's a tokenized and pre-processed version of this dataset -> iitb-english-hindi-tokenized

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.15.0
  • Tokenizers 0.15.0
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