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iulik-pisik/busu_model_base

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Whisper Base Romanian - Vreme Florin Busuioc

This model is a fine-tuned version of openai/whisper-base on the Vreme ProTv - Florin Busuioc dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2614
  • —Wer: 13.2066

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
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.01527.6310000.194913.7015
0.000815.2720000.246113.1545
0.000522.930000.256513.1024
0.000330.5340000.261413.2066

Framework versions

  • —Transformers 4.39.1
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2