Edcastro/edcastr_ASR_WhisperSmall_LatinSpanishAllLocale

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edcastrASRWhisperSmall_LatinSpanishAllLocale

This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 1.1328
• —Wer: 0.3765

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: 128
• —evalbatchsize: 64
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 256
• —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 500
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.57.0
• —Pytorch 2.4.0+cu121
• —Datasets 4.1.1
• —Tokenizers 0.22.1