susmitabhatt / whisper-nm-nomimo

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: November 11 2024
automatic-speech-recognition

Introduction of whisper-nm-nomimo

Model Details of whisper-nm-nomimo

whisper-nm-nomimo

This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2305
  • Wer: 17.7326
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: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
No log 2.1739 100 0.4521 81.3953
0.8708 4.3478 200 1.0045 35.4651
0.8708 6.5217 300 0.3180 68.8953
0.1996 8.6957 400 0.2474 39.9709
0.1996 10.8696 500 0.1908 52.7616
0.1119 13.0435 600 0.1939 21.5116
0.1119 15.2174 700 0.2796 31.1047
0.0747 17.3913 800 0.2581 29.2151
0.0747 19.5652 900 0.2637 31.1047
0.0493 21.7391 1000 0.2337 25.1453
0.0493 23.9130 1100 0.2266 125.5814
0.0364 26.0870 1200 0.2047 18.6047
0.0364 28.2609 1300 0.2721 28.1977
0.0202 30.4348 1400 0.2931 24.8547
0.0202 32.6087 1500 0.2378 56.5407
0.0083 34.7826 1600 0.2336 19.6221
0.0083 36.9565 1700 0.2283 18.3140
0.0005 39.1304 1800 0.2326 18.6047
0.0005 41.3043 1900 0.2283 18.1686
0.0003 43.4783 2000 0.2308 17.7326
0.0003 45.6522 2100 0.2305 17.7326
0.0 47.8261 2200 0.2305 17.7326
0.0 50.0 2300 0.2305 17.7326
Framework versions
  • Transformers 4.47.0.dev0
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0

Runs of susmitabhatt whisper-nm-nomimo on huggingface.co

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

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whisper-nm-nomimo install

whisper-nm-nomimo is an open source model from GitHub that offers a free installation service, and any user can find whisper-nm-nomimo on GitHub to install. At the same time, huggingface.co provides the effect of whisper-nm-nomimo install, users can directly use whisper-nm-nomimo installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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