KMayanja/sunbird-medical-luganda-bidirectional-v3-kaggle

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sunbird-medical-luganda-bidirectional-v3-kaggle

This model is a fine-tuned version of Sunbird/translate-nllb-1.3b-salt on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 1.1054
• —Bleu: 21.1119
• —Chrf: 40.1257

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: 3e-05
• —trainbatchsize: 16
• —evalbatchsize: 32
• —seed: 42
• —gradientaccumulationsteps: 8
• —totaltrainbatch_size: 128
• —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 100
• —num_epochs: 12

Training results

Framework versions

• —PEFT 0.16.0
• —Transformers 4.57.3
• —Pytorch 2.9.0+cu128
• —Datasets 4.4.1
• —Tokenizers 0.22.1