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m2m100_418M-correction

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metadata
license: mit
base_model: facebook/m2m100_418M
tags:
  - correction bambara
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: m2m100_418M-correction
    results: []

m2m100_418M-correction

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: 0.1587
  • Bleu: 92.3930

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: 1
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu
0.129 1.0 75083 0.1587 92.3930

Framework versions

  • Transformers 4.38.1
  • Pytorch 2.3.1+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.2