susmitabhatt / xlsr-clp-nmcpc

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

Introduction of xlsr-clp-nmcpc

Model Details of xlsr-clp-nmcpc

xlsr-clp-nmcpc

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: 0.6379
  • Wer: 0.3255
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • 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
5.3195 3.125 200 3.1230 1.0
3.1989 6.25 400 2.9782 0.9915
3.0595 9.375 600 2.7710 1.0
2.7451 12.5 800 2.2290 0.9957
2.1191 15.625 1000 1.3855 0.9723
1.3034 18.75 1200 0.8246 0.6830
0.7783 21.875 1400 0.5309 0.5319
0.4741 25.0 1600 0.5412 0.4723
0.331 28.125 1800 0.4894 0.4234
0.2486 31.25 2000 0.5627 0.4213
0.2043 34.375 2200 0.5591 0.3830
0.16 37.5 2400 0.5430 0.3894
0.1479 40.625 2600 0.5401 0.3681
0.1154 43.75 2800 0.5947 0.3830
0.1125 46.875 3000 0.5841 0.3617
0.0929 50.0 3200 0.5909 0.3574
0.0801 53.125 3400 0.5169 0.3532
0.077 56.25 3600 0.5810 0.3532
0.0655 59.375 3800 0.6263 0.3553
0.064 62.5 4000 0.6379 0.3553
0.0533 65.625 4200 0.5857 0.3553
0.0481 68.75 4400 0.6265 0.3383
0.0417 71.875 4600 0.6352 0.3489
0.0354 75.0 4800 0.6084 0.3340
0.0355 78.125 5000 0.6516 0.3468
0.0326 81.25 5200 0.6279 0.3362
0.0261 84.375 5400 0.6127 0.3298
0.0267 87.5 5600 0.6371 0.3340
0.0225 90.625 5800 0.6300 0.3298
0.0241 93.75 6000 0.6390 0.3277
0.0196 96.875 6200 0.6432 0.3255
0.0171 100.0 6400 0.6379 0.3255
Framework versions
  • Transformers 4.45.0.dev0
  • Pytorch 2.4.0
  • Datasets 3.0.0
  • Tokenizers 0.19.1

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

6
Total runs
0
24-hour runs
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3-day runs
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7-day runs
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xlsr-clp-nmcpc install

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