rishabhjain16/whisper-medium_to_cv_albanian

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Whisper Medium CV Test

This model is a fine-tuned version of openai/whisper-medium on the CV Albanian dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.7844
• —eval_wer: 39.9593
• —eval_runtime: 186.4098
• —evalsamplesper_second: 2.06
• —evalstepsper_second: 0.257
• —epoch: 37.04
• —step: 2000

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training results

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: 5000

Framework versions

• —Transformers 4.39.0.dev0
• —Pytorch 2.1.0+cu121
• —Datasets 2.17.1
• —Tokenizers 0.15.2