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translate_model_error_v0.2

Text2Text Generation
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PyTorch
marian
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metadata
license: apache-2.0
base_model: Helsinki-NLP/opus-mt-en-hi
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: translate_model_error_v0.2
    results: []

translate_model_error_v0.2

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

  • Loss: 2.9607
  • Bleu: 28.9479
  • Gen Len: 17.9628

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-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
3.2079 1.0 505 2.9856 28.8967 18.2453
2.8957 2.0 1010 2.9607 28.9479 17.9628

Framework versions

  • Transformers 4.33.1
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.13.3