mt5-small-sft-liputan6

This model is a fine-tuned version of google/mt5-small on the id_liputan6 dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6352

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss Model Preparation Time
1.5476 1.0 1212 1.9948 0.0082
0.9325 2.0 2424 1.8767 0.0082
0.9664 3.0 3636 1.7506 0.0082
0.5483 4.0 4848 1.7015 0.0082
0.6007 5.0 6060 1.6782 0.0082
0.9439 6.0 7272 1.6496 0.0082
0.7271 7.0 8484 1.6297 0.0082
0.5515 8.0 9696 1.6404 0.0082
0.7064 9.0 10908 1.6354 0.0082
0.4698 10.0 12120 1.6352 0.0082

Framework versions

  • Transformers 4.51.2
  • Pytorch 2.5.1+cu121
  • Datasets 3.5.0
  • Tokenizers 0.21.0
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Dataset used to train malifnasrulloh/mt5-small-sft-liputan6