marian_en_de_test / README.md
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metadata
language:
  - en
  - de
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: trained_model
    results: []

trained_model

This model is a fine-tuned version of opus-mt-en-de on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4519
  • Bleu: 27.6198
  • Gen Len: 106.0

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: 5e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1.0

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
No log 1.0 3 1.4519 27.6198 106.0

Framework versions

  • Transformers 4.13.0.dev0
  • Pytorch 1.8.0
  • Datasets 1.18.3
  • Tokenizers 0.10.3