Feriji_model / README.md
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metadata
license: mit
base_model: facebook/m2m100_418M
tags:
  - translation
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: m2m100_418M-fr
    results: []

m2m100_418M-fr

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: 1.1488
  • Bleu: 30.0608

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: 2
  • eval_batch_size: 2
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu
1.5114 1.0 14862 1.3923 24.3656
1.2359 2.0 29724 1.2308 27.5691
1.019 3.0 44586 1.1603 29.4766
0.8197 4.0 59448 1.1488 30.0608

Framework versions

  • Transformers 4.35.0
  • Pytorch 2.0.0
  • Datasets 2.1.0
  • Tokenizers 0.14.1