transformers tf marian text2text-generation generated_from_keras_callback base_model:Helsinki-NLP/opus-mt-en-ml base_model:finetune:Helsinki-NLP/opus-mt-en-ml license:apache-2.0 autotrain_compatible endpoints_compatible region:us
---
base_model: Helsinki-NLP/opus-mt-en-ml
license: apache-2.0
tags:
- generated_from_keras_callback
model-index:
- name: Arunjith/susanna-en-ml-translation-model
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
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# Arunjith/susanna-en-ml-translation-model

This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-ml](https://huggingface.co/Helsinki-NLP/opus-mt-en-ml) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0113
- Validation Loss: 0.1623
- Epoch: 9

## 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': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 0.0354     | 0.1432          | 0     |
| 0.0310     | 0.1451          | 1     |
| 0.0266     | 0.1539          | 2     |
| 0.0220     | 0.1531          | 3     |
| 0.0195     | 0.1490          | 4     |
| 0.0190     | 0.1611          | 5     |
| 0.0169     | 0.1546          | 6     |
| 0.0132     | 0.1596          | 7     |
| 0.0132     | 0.1618          | 8     |
| 0.0113     | 0.1623          | 9     |


### Framework versions

- Transformers 4.41.2
- TensorFlow 2.15.0
- Datasets 2.20.0
- Tokenizers 0.19.1
