---
license: cc-by-4.0
base_model: Helsinki-NLP/opus-mt-tc-big-en-ar
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: opus-mt-tc-big-en-ar-finetuned-franco-to-arabic-1
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# opus-mt-tc-big-en-ar-finetuned-franco-to-arabic-1

This model is a fine-tuned version of [Helsinki-NLP/opus-mt-tc-big-en-ar](https://huggingface.co./Helsinki-NLP/opus-mt-tc-big-en-ar) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 2.1589
- Bleu: 27.737
- Gen Len: 20.9565

## 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: 20

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
| No log        | 1.0   | 13   | 3.2371          | 9.9987  | 21.0    |
| No log        | 2.0   | 26   | 3.1023          | 10.8123 | 19.7826 |
| No log        | 3.0   | 39   | 2.9474          | 9.0815  | 20.4783 |
| No log        | 4.0   | 52   | 2.8274          | 11.6434 | 21.3478 |
| No log        | 5.0   | 65   | 2.6879          | 11.6494 | 21.4348 |
| No log        | 6.0   | 78   | 2.6243          | 16.1661 | 21.2174 |
| No log        | 7.0   | 91   | 2.5342          | 16.5707 | 22.1304 |
| No log        | 8.0   | 104  | 2.5489          | 17.885  | 20.2609 |
| No log        | 9.0   | 117  | 2.4488          | 17.6415 | 20.4348 |
| No log        | 10.0  | 130  | 2.4177          | 18.5943 | 20.5652 |
| No log        | 11.0  | 143  | 2.3239          | 20.0857 | 21.3043 |
| No log        | 12.0  | 156  | 2.2723          | 22.9544 | 21.4348 |
| No log        | 13.0  | 169  | 2.2456          | 25.4455 | 21.5217 |
| No log        | 14.0  | 182  | 2.2628          | 24.8757 | 21.2609 |
| No log        | 15.0  | 195  | 2.2229          | 26.0051 | 21.3478 |
| No log        | 16.0  | 208  | 2.2090          | 27.6742 | 20.8261 |
| No log        | 17.0  | 221  | 2.1762          | 26.7048 | 21.3913 |
| No log        | 18.0  | 234  | 2.1786          | 27.7328 | 21.1304 |
| No log        | 19.0  | 247  | 2.1631          | 27.7187 | 21.2174 |
| No log        | 20.0  | 260  | 2.1589          | 27.737  | 20.9565 |


### Framework versions

- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Tokenizers 0.13.3