elvish-translator-sindarin-t5-base

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

  • Loss: 3.7904
  • Bleu: 1.0092
  • Gen Len: 14.775

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: 0.002
  • 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: 5
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
4.5672 1.0 40 4.0168 0.5041 15.25
3.898 2.0 80 3.8542 0.9997 12.35
3.5914 3.0 120 3.7813 1.1689 13.875
3.3466 4.0 160 3.7551 0.941 14.95
3.0903 5.0 200 3.7904 1.0092 14.775

Framework versions

  • PEFT 0.12.1.dev0
  • Transformers 4.45.0.dev0
  • Pytorch 2.4.1+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1
Downloads last month
3
Inference API
Unable to determine this model’s pipeline type. Check the docs .

Model tree for Oysiyl/elvish-translator-sindarin-t5-base

Base model

google-t5/t5-base
Adapter
(38)
this model