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nllb-kreyolai-humanitarian-v1 – AI Model by dondodoai | AlphaNeural AI
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nllb-kreyolai-humanitarian-v1
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peft
safetensors
generated_from_trainer
facebook/nllb-200-distilled-1.3B
adapter
cc-by-nc-4.0
us
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nllb-kreyolai-humanitarian-v1
This model is a fine-tuned version of
facebook/nllb-200-distilled-1.3B
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.0075
Bleu: 43.38
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: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
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
lr_scheduler_warmup_steps: 100
num_epochs: 5
mixed_precision_training: Native AMP
label_smoothing_factor: 0.1
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
3.425
3.5398
100
3.0075
43.38
Framework versions
PEFT 0.13.2
Transformers 4.46.3
Pytorch 2.8.0+cu128
Datasets 4.8.5
Tokenizers 0.20.3
