CoolFace
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dianavdavidson/mms-1b-all-indic_voices-60247-hinglish_mixed_scripts-30_70-1e-4-hin-steps-15000-FT

sourceHugging Facecc-by-nc-4.0updated 2mo agoView on Hugging Face
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Model Card

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mms-1b-all-indicvoices-60247-hinglishmixedscripts-3070-1e-4-hin-steps-15000-FT

This model is a fine-tuned version of facebook/mms-1b-all on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.8801
  • —Global Wer: 50.5764

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: 0.0001
  • —trainbatchsize: 16
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Use adamwtorchfused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: constantwithwarmup
  • —lrschedulerwarmup_steps: 1500
  • —training_steps: 15000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossGlobal Wer
6.13812.170118752.519390.2678
2.44584.340337501.529668.6873
1.83326.510456251.316963.0326
1.47288.680675001.168357.0167
1.364510.850793751.063455.1987
1.295513.0208112500.957352.8417
1.205315.1910131250.918851.3965
1.103117.3611150000.880150.5764

Framework versions

  • —Transformers 5.0.0.dev0
  • —Pytorch 2.9.0+cu126
  • —Datasets 3.6.0
  • —Tokenizers 0.22.2