m2m100_418M_de_formal

This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3616
  • Bleu: 40.1795

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
4.0084 0.3551 500 0.4763 29.8731
0.4476 0.7102 1000 0.3983 34.9967
0.4079 1.0653 1500 0.3831 37.2874
0.3623 1.4205 2000 0.3744 38.4223
0.3564 1.7756 2500 0.3691 39.2808
0.3434 2.1307 3000 0.3661 39.6976
0.3227 2.4858 3500 0.3630 40.0068
0.3196 2.8409 4000 0.3616 40.1795

Framework versions

  • Transformers 4.48.3
  • Pytorch 2.5.1+cu124
  • Datasets 3.3.2
  • Tokenizers 0.21.0
Downloads last month
18
Safetensors
Model size
484M params
Tensor type
F32
·
Inference Providers NEW
This model is not currently available via any of the supported Inference Providers.

Model tree for sophiayk20/m2m100_418M_de_formal

Finetuned
(80)
this model