susmitabhatt / whisper-nmcpc-normal

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: November 09 2024
automatic-speech-recognition

Introduction of whisper-nmcpc-normal

Model Details of whisper-nmcpc-normal

whisper-nmcpc-normal

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: 0.1794
  • Wer: 5.8366
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 5.5714 100 0.2063 19.8444
0.6734 11.1143 200 0.3228 20.2335
0.6734 16.6857 300 0.1508 13.6187
0.133 22.2286 400 0.2003 7.0039
0.133 27.8 500 0.1960 7.7821
0.0122 33.3429 600 0.1748 6.6148
0.0122 38.9143 700 0.1780 5.8366
0.0001 44.4571 800 0.1794 5.8366
Framework versions
  • Transformers 4.47.0.dev0
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0

Runs of susmitabhatt whisper-nmcpc-normal on huggingface.co

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

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whisper-nmcpc-normal huggingface.co is an AI model on huggingface.co that provides whisper-nmcpc-normal's model effect (), which can be used instantly with this susmitabhatt whisper-nmcpc-normal model. huggingface.co supports a free trial of the whisper-nmcpc-normal model, and also provides paid use of the whisper-nmcpc-normal. Support call whisper-nmcpc-normal model through api, including Node.js, Python, http.

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https://huggingface.co/susmitabhatt/whisper-nmcpc-normal

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https://huggingface.co/susmitabhatt/whisper-nmcpc-normal

whisper-nmcpc-normal install

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https://huggingface.co/susmitabhatt/whisper-nmcpc-normal

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