generated_from_trainer

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helsinki-opus-de-en-fine-tuned-wmt16-finetuned-src-to-trg

This model is a fine-tuned version of mariav/helsinki-opus-de-en-fine-tuned-wmt16 on the None dataset. It achieves the following results on the evaluation set:

Model description

This model is a fine-tuned version of mariav/helsinki-opus-de-en-fine-tuned-wmt16 on Phoenix Weather dataset (PHOENIX-2014-T).

Intended uses & limitations

The purpose is Neural Machine Translation from German text into German Sign Glosses, which could be used for avatar generation within the Sign Language Production task.

Training and evaluation data

Phoenix Weather dataset (PHOENIX-2014-T)

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len Bleu-1 Bleu-2 Bleu-3 Bleu-4 Meteor
1.1513 1.0 1189 0.9604 61.8236 30.0156 58.9651 58.9484 22.8563 58.6480 40.5508 29.0090 21.2884 0.4961
0.9067 2.0 2378 0.8825 62.8824 30.8604 59.9543 59.9884 22.7564 60.5598 42.0443 29.9532 21.8711 0.5138
0.739 3.0 3567 0.8547 63.8251 31.6294 60.7141 60.7508 24.5219 62.6847 43.6395 31.1174 22.8704 0.5318
0.636 4.0 4756 0.8554 64.5308 32.6897 61.347 61.3929 22.7912 63.0309 44.4786 32.0956 23.8647 0.5369
0.5745 5.0 5945 0.8597 64.539 32.7634 61.3523 61.3758 23.9561 64.1391 45.1093 32.4697 24.2684 0.5436

Framework versions