susmitabhatt / xlsr-a-clp

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 3
30-day runs: 1
Model's Last Updated: November 16 2024
automatic-speech-recognition

Introduction of xlsr-a-clp

Model Details of xlsr-a-clp

xlsr-a-clp

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5263
  • Wer: 0.4067
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: 0.0004
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 132
  • num_epochs: 100
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
4.858 5.0 200 2.6999 1.0
2.2652 10.0 400 1.2382 1.0042
0.8587 15.0 600 0.5870 0.6960
0.3893 20.0 800 0.5675 0.6122
0.257 25.0 1000 0.4928 0.4822
0.1862 30.0 1200 0.4408 0.4885
0.148 35.0 1400 0.5587 0.4298
0.1203 40.0 1600 0.5393 0.4549
0.1094 45.0 1800 0.4889 0.4403
0.0908 50.0 2000 0.6539 0.4298
0.0766 55.0 2200 0.4469 0.4109
0.0675 60.0 2400 0.4109 0.4004
0.0622 65.0 2600 0.4543 0.3962
0.0617 70.0 2800 0.5189 0.3920
0.0529 75.0 3000 0.4261 0.3878
0.0514 80.0 3200 0.5161 0.3920
0.0473 85.0 3400 0.4789 0.3983
0.0419 90.0 3600 0.5161 0.4088
0.0405 95.0 3800 0.5263 0.4067
Framework versions
  • Transformers 4.47.0.dev0
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0

Runs of susmitabhatt xlsr-a-clp on huggingface.co

6
Total runs
0
24-hour runs
1
3-day runs
3
7-day runs
1
30-day runs

More Information About xlsr-a-clp huggingface.co Model

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https://choosealicense.com/licenses/apache-2.0

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https://huggingface.co/susmitabhatt/xlsr-a-clp

xlsr-a-clp install

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xlsr-a-clp install url in huggingface.co:

https://huggingface.co/susmitabhatt/xlsr-a-clp

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