Bajiyo / msc_imasc_openslr_festfox_Whisper_Medium_2

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 2
30-day runs: -1
Model's Last Updated: March 26 2024
automatic-speech-recognition

Introduction of msc_imasc_openslr_festfox_Whisper_Medium_2

Model Details of msc_imasc_openslr_festfox_Whisper_Medium_2

msc_imasc_openslr_festfox_Whisper_Medium_2

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

  • Loss: 0.0424
  • Wer: 18.1637
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: 5e-06
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • training_steps: 6000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.0482 0.79 1000 0.0801 40.4827
0.0238 1.58 2000 0.0514 27.4944
0.0105 2.37 3000 0.0447 22.8415
0.0044 3.16 4000 0.0403 19.3580
0.0037 3.95 5000 0.0408 19.3083
0.0016 4.74 6000 0.0424 18.1637
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.1.1+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1

Runs of Bajiyo msc_imasc_openslr_festfox_Whisper_Medium_2 on huggingface.co

7
Total runs
0
24-hour runs
2
3-day runs
2
7-day runs
-1
30-day runs

More Information About msc_imasc_openslr_festfox_Whisper_Medium_2 huggingface.co Model

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msc_imasc_openslr_festfox_Whisper_Medium_2 install

msc_imasc_openslr_festfox_Whisper_Medium_2 is an open source model from GitHub that offers a free installation service, and any user can find msc_imasc_openslr_festfox_Whisper_Medium_2 on GitHub to install. At the same time, huggingface.co provides the effect of msc_imasc_openslr_festfox_Whisper_Medium_2 install, users can directly use msc_imasc_openslr_festfox_Whisper_Medium_2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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