english-georgian / README.md
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metadata
language:
  - en
  - ka
license: apache-2.0
base_model: t5-small
tags:
  - generated_from_trainer
datasets:
  - opus100
metrics:
  - bleu
model-index:
  - name: english-georgian
    results:
      - task:
          name: Translation
          type: translation
        dataset:
          name: opus100 en-ka
          type: opus100
          config: en-ka
          split: validation
          args: en-ka
        metrics:
          - name: Bleu
            type: bleu
            value: 44.7969
pipeline_tag: translation

english-georgian

This model is a fine-tuned version of t5-small on the opus100 en-ka dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2662
  • Bleu: 44.7969
  • Gen Len: 22.625

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: 5e-05
  • 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: 3.0

Training results

Framework versions

  • Transformers 4.32.0.dev0
  • Pytorch 2.0.1
  • Datasets 2.14.4
  • Tokenizers 0.13.3