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t5_opus_books_model

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metadata
library_name: transformers
license: apache-2.0
base_model: google-t5/t5-small
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: t5_opus_books_model
    results: []

t5_opus_books_model

This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6279
  • Bleu: 5.4985
  • Gen Len: 17.627

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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
1.8778 1.0 3178 1.6486 5.3409 17.6391
1.8405 2.0 6356 1.6279 5.4985 17.627

Framework versions

  • Transformers 4.45.0.dev0
  • Pytorch 2.2.1+cu118
  • Datasets 2.21.0
  • Tokenizers 0.19.1