CoolFace
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kadriu/shqip-mms-3

sourceHugging Facecc-by-nc-4.0updated 3y agoView on Hugging Face
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Model Card

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shqip-mms-3

This model is a fine-tuned version of facebook/mms-1b-all on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4195
  • —Wer: 0.3447

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: 0.001
  • —trainbatchsize: 32
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossWer
1.57170.313000.95480.7373
0.78230.636000.73720.5886
0.68630.949000.61220.5261
0.59081.2512000.52150.4440
0.52371.5715000.46930.3987
0.46621.8818000.41950.3447

Framework versions

  • —Transformers 4.32.0.dev0
  • —Pytorch 2.1.0.dev20230810
  • —Datasets 2.14.3
  • —Tokenizers 0.13.3