readme: ---
  license: apache-2.0
  tags:
  - translation
  - generated_from_trainer
  metrics:
  - bleu
  model-index:
  - name: Nso-En_update3
    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. -->
  
  # Nso-En_update3
  
  This model is a fine-tuned version of [Helsinki-NLP/opus-mt-nso-en](https://huggingface.co/Helsinki-NLP/opus-mt-nso-en) on the None dataset.
  It achieves the following results on the evaluation set:
  - Loss: 2.6854
  - Bleu: 21.2223
  
  ## 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: 32
  - 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    |
  |:-------------:|:-----:|:-----:|:---------------:|:-------:|
  | 3.5054        | 1.0   | 1734  | 3.1912          | 16.5243 |
  | 3.0368        | 2.0   | 3468  | 2.9680          | 18.0237 |
  | 2.6866        | 3.0   | 5202  | 2.8594          | 19.5515 |
  | 2.51          | 4.0   | 6936  | 2.7916          | 20.1468 |
  | 2.3754        | 5.0   | 8670  | 2.7438          | 20.0535 |
  | 2.2534        | 6.0   | 10404 | 2.7186          | 20.7329 |
  | 2.144         | 7.0   | 12138 | 2.7034          | 20.9116 |
  | 2.0709        | 8.0   | 13872 | 2.6945          | 21.0866 |
  | 2.0191        | 9.0   | 15606 | 2.6880          | 21.1577 |
  | 1.9973        | 10.0  | 17340 | 2.6854          | 21.1386 |
  
  
  ### Framework versions
  
  - Transformers 4.20.1
  - Pytorch 1.12.0+cu113
  - Datasets 2.3.2
  - Tokenizers 0.12.1
  