readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  metrics:
  - bleu
  datasets:
  - versae/modernisa
  model-index:
  - name: byt5-base-finetuned-modernisa
    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. -->
  
  # byt5-base-finetuned-modernisa
  
  This model is a fine-tuned version of [google/byt5-base](https://huggingface.co/google/byt5-base) on an unknown dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.1176
  - Bleu: 44.888
  - Gen Len: 18.4465
  
  ## 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: 0.0001
  - train_batch_size: 4
  - eval_batch_size: 4
  - seed: 42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: linear
  - num_epochs: 3
  
  ### Training results
  
  | Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
  |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
  | 0.1474        | 0.35  | 10000 | 0.1360          | 42.8789 | 18.4441 |
  | 0.1328        | 0.71  | 20000 | 0.1303          | 43.5394 | 18.4368 |
  | 0.1216        | 1.06  | 30000 | 0.1245          | 44.1557 | 18.4384 |
  | 0.1167        | 1.42  | 40000 | 0.1219          | 44.1961 | 18.4449 |
  | 0.1065        | 1.77  | 50000 | 0.1192          | 44.7353 | 18.443  |
  | 0.099         | 2.13  | 60000 | 0.1195          | 44.522  | 18.4524 |
  | 0.088         | 2.48  | 70000 | 0.1192          | 44.8243 | 18.4441 |
  | 0.0907        | 2.84  | 80000 | 0.1176          | 44.888  | 18.4465 |
  
  
  ### Framework versions
  
  - Transformers 4.13.0.dev0
  - Pytorch 1.10.0+cu111
  - Datasets 1.15.2.dev0
  - Tokenizers 0.10.3
  