whisper-tiny-manifestasi-indo-esp

This model is a fine-tuned version of manifestasi/whisper-tiny-manifestasi-indo-v2 on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 4.4470
  • eval_wer: 109.8182
  • eval_runtime: 11.8282
  • eval_samples_per_second: 5.242
  • eval_steps_per_second: 0.676
  • epoch: 40.0
  • step: 1400

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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • 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
  • training_steps: 5000
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.51.3
  • Pytorch 2.6.0+cu124
  • Datasets 3.6.0
  • Tokenizers 0.21.1
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Dataset used to train manifestasi/whisper-tiny-manifestasi-indo-v3