m2m100_418M_it_informal

This model is a fine-tuned version of facebook/m2m100_418M on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3171
  • Bleu: 45.2089

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: 8
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss Bleu
4.1233 0.3663 500 0.4201 35.4888
0.3905 0.7326 1000 0.3485 40.6806
0.3507 1.0989 1500 0.3352 42.5255
0.3211 1.4652 2000 0.3289 43.5631
0.3107 1.8315 2500 0.3235 44.3379
0.2941 2.1978 3000 0.3211 44.7250
0.2802 2.5641 3500 0.3187 44.9884
0.2815 2.9304 4000 0.3171 45.2089

Framework versions

  • Transformers 4.48.3
  • Pytorch 2.5.1+cu124
  • Datasets 3.3.2
  • Tokenizers 0.21.0
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