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sunbird-medical-luganda-bidirectional-v3-kaggle – AI Model by KMayanja | AlphaNeural AI
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KMayanja
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sunbird-medical-luganda-bidirectional-v3-kaggle
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peft
safetensors
adapter
lora
transformers
Sunbird/translate-nllb-1.3b-salt
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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
train_batch_size: 16
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 128
optimizer: Use OptimizerNames.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
Training Loss
Epoch
Step
Validation Loss
Bleu
Chrf
0.7411
3.5110
400
1.4134
20.4264
41.7565
0.3377
7.0176
800
1.1662
18.2353
35.6653
0.2665
10.5286
1200
1.1054
21.1119
40.1257
Framework versions
PEFT 0.16.0
Transformers 4.57.3
Pytorch 2.9.0+cu128
Datasets 4.4.1
Tokenizers 0.22.1
