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Kittech
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whisper-tiny-sn-with-local-data

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Shona
whisper-event and peft-lora
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Configuration Parsing Warning:In adapter_config.json: "peft.task_type" must be a string

Whisper Small Sn - Bright Chirindo

This model is a fine-tuned version of kittech/whisper-tiny-sn on the Kingdom Truth International Ministries sermons dataset. It achieves the following results on the evaluation set:

  • Loss: 2.9243
  • Wer: 208.8858

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 5000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
2.5155 357.1429 2500 2.9250 212.4044
2.1292 714.2857 5000 2.9243 208.8858

Framework versions

  • PEFT 0.10.1.dev0
  • Transformers 4.40.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.2.dev0
  • Tokenizers 0.19.1
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Dataset used to train Kittech/whisper-tiny-sn-with-local-data

Evaluation results