PontifexMaximus/mt5-small-parsinlu-opus-translation_fa_en-finetuned-fa-to-en

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mt5-small-parsinlu-opus-translationfaen-finetuned-fa-to-en

This model is a fine-tuned version of persiannlp/mt5-small-parsinlu-opus-translation_fa_en on the opus_infopankki dataset. It achieves the following results on the evaluation set:

• —Loss: 1.9193
• —Bleu: 15.1329
• —Gen Len: 13.4603

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-06
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 30
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.19.2
• —Pytorch 1.7.1+cu110
• —Datasets 2.2.2
• —Tokenizers 0.12.1