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xlsr-big-kbnnn

susmitabhatt / xlsr-big-kbnnn

Run on huggingface.co
huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: August 14 2024
automatic-speech-recognition

Introduction of xlsr-big-kbnnn

Model Details of xlsr-big-kbnnn

xlsr-big-kbnnn

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: 0.0000
  • Wer: 0.0555
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
2.1412 1.3652 200 0.9308 0.8207
0.6085 2.7304 400 0.1016 0.1634
0.1952 4.0956 600 0.0382 0.0936
0.0912 5.4608 800 0.0131 0.0637
0.0745 6.8259 1000 0.0106 0.0599
0.0537 8.1911 1200 0.0123 0.0605
0.0503 9.5563 1400 0.0087 0.0585
0.0457 10.9215 1600 0.0088 0.0569
0.0356 12.2867 1800 0.0102 0.0579
0.0328 13.6519 2000 0.0060 0.0589
0.0313 15.0171 2200 0.0032 0.0561
0.0313 16.3823 2400 0.0036 0.0581
0.0256 17.7474 2600 0.0047 0.0563
0.0234 19.1126 2800 0.0034 0.0516
0.0186 20.4778 3000 0.0029 0.0541
0.0205 21.8430 3200 0.0009 0.0527
0.0161 23.2082 3400 0.0045 0.0531
0.019 24.5734 3600 0.0021 0.0533
0.0162 25.9386 3800 0.0014 0.0518
0.0151 27.3038 4000 0.0046 0.0573
0.0162 28.6689 4200 0.0178 0.0555
0.0202 30.0341 4400 0.0040 0.0561
0.0204 31.3993 4600 0.0005 0.0529
0.018 32.7645 4800 0.0010 0.0561
0.0108 34.1297 5000 0.0001 0.0559
0.0124 35.4949 5200 0.0007 0.0625
0.011 36.8601 5400 0.0004 0.0523
0.0119 38.2253 5600 0.0019 0.0675
0.0138 39.5904 5800 0.0003 0.0585
0.0114 40.9556 6000 0.0011 0.0533
0.0094 42.3208 6200 0.0006 0.0543
0.0097 43.6860 6400 0.0002 0.0539
0.0079 45.0512 6600 0.0003 0.0523
0.0107 46.4164 6800 0.0001 0.0575
0.0077 47.7816 7000 0.0016 0.0527
0.008 49.1468 7200 0.0044 0.0603
0.0087 50.5119 7400 0.0001 0.0525
0.008 51.8771 7600 0.0001 0.0514
0.0064 53.2423 7800 0.0002 0.0579
0.0057 54.6075 8000 0.0003 0.0525
0.0061 55.9727 8200 0.0027 0.0547
0.0082 57.3379 8400 0.0004 0.0557
0.0065 58.7031 8600 0.0002 0.0555
0.0074 60.0683 8800 0.0000 0.0591
0.0066 61.4334 9000 0.0000 0.0543
0.0056 62.7986 9200 0.0000 0.0531
0.0043 64.1638 9400 0.0003 0.0549
0.0035 65.5290 9600 0.0000 0.0569
0.0049 66.8942 9800 0.0012 0.0603
0.0045 68.2594 10000 0.0001 0.0543
0.0037 69.6246 10200 0.0000 0.0537
0.0061 70.9898 10400 0.0000 0.0571
0.0041 72.3549 10600 0.0006 0.0569
0.0031 73.7201 10800 0.0000 0.0583
0.0042 75.0853 11000 0.0000 0.0561
0.0031 76.4505 11200 0.0000 0.0551
0.0027 77.8157 11400 0.0000 0.0567
0.0029 79.1809 11600 0.0000 0.0537
0.0026 80.5461 11800 0.0000 0.0539
0.001 81.9113 12000 0.0000 0.0529
0.0044 83.2765 12200 0.0000 0.0520
0.0016 84.6416 12400 0.0000 0.0559
0.0022 86.0068 12600 0.0000 0.0553
0.0018 87.3720 12800 0.0000 0.0557
0.0016 88.7372 13000 0.0000 0.0555
0.0012 90.1024 13200 0.0000 0.0561
0.001 91.4676 13400 0.0000 0.0575
0.0011 92.8328 13600 0.0000 0.0563
0.0008 94.1980 13800 0.0000 0.0569
0.001 95.5631 14000 0.0000 0.0561
0.0007 96.9283 14200 0.0000 0.0559
0.0009 98.2935 14400 0.0000 0.0553
0.0009 99.6587 14600 0.0000 0.0555
Framework versions
  • Transformers 4.45.0.dev0
  • Pytorch 2.1.2
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of susmitabhatt xlsr-big-kbnnn on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

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Url of xlsr-big-kbnnn

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susmitabhatt
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