Cafet / whisper-tiny-final

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 2
30-day runs: 3
Model's Last Updated: May 08 2024
automatic-speech-recognition

Introduction of whisper-tiny-final

Model Details of whisper-tiny-final

whisper-tiny-final

This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0714
  • Wer: 6.3947
Model description

Step Training Loss Validation Loss Wer 1000 0.727300 0.734777 71.347666 2000 0.392000 0.430395 52.059163 3000 0.317100 0.305939 39.781162 4000 0.206400 0.225029 30.785726 5000 0.152800 0.169434 23.076923 6000 0.119000 0.130408 16.517293 7000 0.082300 0.102279 11.755650 8000 0.079600 0.085155 8.511574 9000 0.051400 0.075068 7.048991 10000 0.045000 0.071429 6.394678

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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • training_steps: 10000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.7273 1.6051 1000 0.7348 71.3477
0.392 3.2103 2000 0.4304 52.0592
0.3171 4.8154 3000 0.3059 39.7812
0.2064 6.4205 4000 0.2250 30.7857
0.1528 8.0257 5000 0.1694 23.0769
0.119 9.6308 6000 0.1304 16.5173
0.0823 11.2360 7000 0.1023 11.7556
0.0796 12.8411 8000 0.0852 8.5116
0.0514 14.4462 9000 0.0751 7.0490
0.045 16.0514 10000 0.0714 6.3947
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.2.0
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of Cafet whisper-tiny-final on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
3
30-day runs

More Information About whisper-tiny-final huggingface.co Model

More whisper-tiny-final license Visit here:

https://choosealicense.com/licenses/apache-2.0

whisper-tiny-final huggingface.co

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

whisper-tiny-final huggingface.co Url

https://huggingface.co/Cafet/whisper-tiny-final

Cafet whisper-tiny-final online free

whisper-tiny-final huggingface.co is an online trial and call api platform, which integrates whisper-tiny-final's modeling effects, including api services, and provides a free online trial of whisper-tiny-final, you can try whisper-tiny-final online for free by clicking the link below.

Cafet whisper-tiny-final online free url in huggingface.co:

https://huggingface.co/Cafet/whisper-tiny-final

whisper-tiny-final install

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

whisper-tiny-final install url in huggingface.co:

https://huggingface.co/Cafet/whisper-tiny-final

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whisper-tiny-final huggingface.co Url

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Updated:June 19 2024