m2m100_418M_pt_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: 0.2567
  • Bleu: 33.4128

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
4.3504 0.4149 500 0.3221 29.1340
0.3117 0.8299 1000 0.2714 31.5481
0.2688 1.2448 1500 0.2658 32.3248
0.259 1.6598 2000 0.2612 32.9338
0.2528 2.0747 2500 0.2606 32.9240
0.2311 2.4896 3000 0.2573 33.2674
0.2298 2.9046 3500 0.2567 33.4128

Framework versions

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