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banel_banglat5_annotated43k

This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.7573
  • eval_Val Accuracy: 0.7961
  • eval_gen_len: 3.0269
  • eval_runtime: 43.6191
  • eval_samples_per_second: 85.1
  • eval_steps_per_second: 2.659
  • epoch: 17.0
  • step: 3553

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: 0.0005
  • train_batch_size: 160
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 200

Framework versions

  • Transformers 4.34.1
  • Pytorch 1.13.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.14.1
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