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