pytorch tensorboard marian text2text-generation transformers translation generated_from_trainer license:apache-2.0 model-index autotrain_compatible
---
license: apache-2.0
tags:
- translation
- generated_from_trainer
metrics:
- bleu
model-index:
- name: En-Nso
  results: []
---

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# En-Nso

This model is a fine-tuned version of [kabelomalapane/en_nso_ukuxhumana_model](https://huggingface.co/kabelomalapane/en_nso_ukuxhumana_model) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 2.9067
- Bleu: 23.5436

## 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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| No log        | 1.0   | 14   | 3.7614          | 8.0360  |
| No log        | 2.0   | 28   | 3.3181          | 20.7201 |
| No log        | 3.0   | 42   | 3.1627          | 21.5932 |
| No log        | 4.0   | 56   | 3.0935          | 22.0268 |
| No log        | 5.0   | 70   | 3.0227          | 21.0859 |
| No log        | 6.0   | 84   | 2.9740          | 21.6963 |
| No log        | 7.0   | 98   | 2.9419          | 23.2214 |
| No log        | 8.0   | 112  | 2.9227          | 24.4649 |
| No log        | 9.0   | 126  | 2.9102          | 23.5293 |
| No log        | 10.0  | 140  | 2.9067          | 23.5516 |


### Framework versions

- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1
