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wolofToFrenchTranslator
skonteye/wolofToFrenchTranslator
wolofToFrenchTranslator is a machine learning model from skonteye. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- m2m_100
- Access
- Public
- Created
- May 26, 2025
- Updated
- May 26, 2025
- SHA
- 9a21d8ad
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
wolofToFrenchTranslator
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: 2.0479
- Bleu: 12.2693
- Gen Len: 32.7694
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: 16
- eval_batch_size: 16
- 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
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 2.895 | 1.0 | 889 | 2.3133 | 8.1132 | 35.2036 |
| 2.1873 | 2.0 | 1778 | 2.1484 | 10.3261 | 34.378 |
| 1.9413 | 3.0 | 2667 | 2.0851 | 11.2136 | 32.7497 |
| 1.766 | 4.0 | 3556 | 2.0522 | 12.2257 | 32.6971 |
| 1.6878 | 5.0 | 4445 | 2.0479 | 12.2693 | 32.7694 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 2.14.4
- Tokenizers 0.21.1
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- May 26, 2025
- Updated
- May 26, 2025