gyr66/machine_translation

eval

This model is a fine-tuned version of facebook/mbart-large-cc25 on IWSLT14 En-Zh dataset.

It achieves the following results on the evaluation set:

• —eval_loss: 3.8405
• —eval_bleu: 3.5173
• —evalgenlen: 21.5826

It achieves the following results on the test set:

• —test_loss: 3.8337
• —test_bleu: 3.277
• —testgenlen: 21.6287

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 7
• —num_epochs: 9

Framework versions

• —Transformers 4.35.2
• —Pytorch 2.0.1+cu117
• —Datasets 2.15.0
• —Tokenizers 0.15.0