CoolFace
Modelpublic

dianavdavidson/mms-1b-all-indic_voices-60171-hinglish_mixed_scripts-30_70-1e-4-hin-steps-10000-FT

sourceHugging Facecc-by-nc-4.0updated 2mo agoView on Hugging Face
0likes7downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

mms-1b-all-indicvoices-60171-hinglishmixedscripts-3070-1e-4-hin-steps-10000-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: 0.9555
  • —Global Wer: 53.9657

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: 4
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 16
  • —optimizer: Use adamwtorchfused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: constantwithwarmup
  • —lrschedulerwarmup_steps: 1000
  • —training_steps: 10000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossGlobal Wer
11.48402.314920002.187382.9787
7.30344.629840001.434865.7223
6.19536.944760001.248360.0333
5.56429.259380001.125956.7816
5.044911.5742100000.955553.9657

Framework versions

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