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nllb_sanlish_to_bangla_epoch25 – AI Model by thunderboltc | AlphaNeural AI
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nllb_sanlish_to_bangla_epoch25
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transformers
safetensors
m2m_100
text2text-generation
generated_from_trainer
facebook/nllb-200-distilled-600M
finetune
cc-by-nc-4.0
endpoints_compatible
us
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nllb_sanlish_to_bangla_epoch25
This model is a fine-tuned version of
facebook/nllb-200-distilled-600M
on the None dataset. It achieves the following results on the evaluation set:
eval_loss: 2.2408
eval_bleu: 12.3708
eval_chrf: 37.2318
eval_meteor: 0.2869
eval_bertscore_f1: 0.8346
eval_runtime: 14.0781
eval_samples_per_second: 13.425
eval_steps_per_second: 1.705
epoch: 23.0
step: 4347
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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
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: 50
num_epochs: 25
mixed_precision_training: Native AMP
Framework versions
Transformers 5.15.0
Pytorch 2.11.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2
