sunbird-medical-luganda-bidirectional

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sunbird-medical-luganda-bidirectional

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: 1.2232
• Bleu: 20.2494
• Chrf: 36.398

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
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 32
• optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 100
• num_epochs: 12

Training results

Framework versions

• PEFT 0.17.1
• Transformers 4.56.2
• Pytorch 2.8.0
• Datasets 4.1.1
• Tokenizers 0.22.1