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