metadata

license: apache-2.0
tags:
  - generated_from_keras_callback
model-index:
  - name: >-
      JustAdvanceTechonology/medical_research_dataset_marian-finetuned-kde4-fr-to-en
    results: []

JustAdvanceTechonology/medical_research_dataset_marian-finetuned-kde4-fr-to-en

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

Train Loss: 0.6429
Validation Loss: 0.8071
Epoch: 2

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:

optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': 17733, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16

Training results

Train Loss	Validation Loss	Epoch
0.6423	0.8071	0
0.6424	0.8071	1
0.6429	0.8071	2

Framework versions

Transformers 4.16.2
TensorFlow 2.5.0
Datasets 2.0.0
Tokenizers 0.10.1