thunderboltc/nllb_sanlish_to_bangla_epoch25

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nllbsanlishtobanglaepoch25

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
• —evalbertscoref1: 0.8346
• —eval_runtime: 14.0781
• —evalsamplesper_second: 13.425
• —evalstepsper_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
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —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: 50
• —num_epochs: 25
• —mixedprecisiontraining: Native AMP

Framework versions

• —Transformers 5.15.0
• —Pytorch 2.11.0+cu128
• —Datasets 4.0.0
• —Tokenizers 0.22.2