jaeyeon / korean-aihub-learning-math-8batch

huggingface.co
Total runs: 28
24-hour runs: 4
7-day runs: 7
30-day runs: 2
Model's Last Updated: July 28 2022
automatic-speech-recognition

Introduction of korean-aihub-learning-math-8batch

Model Details of korean-aihub-learning-math-8batch

korean-aihub-learning-math-8batch

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

  • Loss: 1.1867
  • Wer: 0.5315
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: 0.0003
  • 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: 500
  • num_epochs: 30
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
No log 1.0 20 33.1529 1.0
No log 2.0 40 28.0161 1.0
No log 3.0 60 8.7324 1.0
No log 4.0 80 4.9786 1.0
21.6269 5.0 100 4.5335 1.0
21.6269 6.0 120 4.4517 1.0
21.6269 7.0 140 4.4068 1.0
21.6269 8.0 160 4.3210 1.0
21.6269 9.0 180 4.0041 0.9932
4.1788 10.0 200 3.0921 0.9712
4.1788 11.0 220 2.1650 0.8603
4.1788 12.0 240 1.6135 0.7192
4.1788 13.0 260 1.3842 0.6466
4.1788 14.0 280 1.2872 0.5918
1.205 15.0 300 1.2234 0.5808
1.205 16.0 320 1.2694 0.6
1.205 17.0 340 1.2287 0.5575
1.205 18.0 360 1.1776 0.5877
1.205 19.0 380 1.2418 0.5671
0.2825 20.0 400 1.2469 0.5616
0.2825 21.0 420 1.2203 0.5425
0.2825 22.0 440 1.2270 0.5863
0.2825 23.0 460 1.1930 0.5548
0.2825 24.0 480 1.1242 0.5521
0.1831 25.0 500 1.2245 0.5575
0.1831 26.0 520 1.2276 0.5342
0.1831 27.0 540 1.1641 0.5205
0.1831 28.0 560 1.1727 0.5329
0.1831 29.0 580 1.1885 0.5534
0.14 30.0 600 1.1867 0.5315
Framework versions
  • Transformers 4.21.0
  • Pytorch 1.12.0+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of jaeyeon korean-aihub-learning-math-8batch on huggingface.co

28
Total runs
4
24-hour runs
6
3-day runs
7
7-day runs
2
30-day runs

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