Hugging Face's logo

BanUrsus
/
marian-finetuned-kde4-en-to-de-translator_nlp-course-chapter7-section3

Translation
Transformers
Safetensors
marian
text2text-generation
Generated from Trainer
Eval Results (legacy)
Model card Files
xet
 Community

marian-finetuned-kde4-en-to-de-translator_nlp-course-chapter7-section3

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-de on the kde4 dataset. It achieves the following results on the evaluation set:

  • Loss: 1.2112
  • Bleu: 35.6424

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: 32
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.35.2
  • Pytorch 1.11.0+cu102
  • Datasets 2.15.0
  • Tokenizers 0.15.0
Downloads last month
8
Safetensors
Model size
73.9M params
Tensor type
F32
·
Inference Providers NEW
Translation
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for BanUrsus/marian-finetuned-kde4-en-to-de-translator_nlp-course-chapter7-section3

Base model

Helsinki-NLP/opus-mt-en-de
Finetuned
(20)
this model

Dataset used to train BanUrsus/marian-finetuned-kde4-en-to-de-translator_nlp-course-chapter7-section3

Evaluation results