susmitabhatt / whisper-nm-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-nm-normal

Model Details of whisper-nm-normal

whisper-nm-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: 0.1729
  • Wer: 3.8911
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: 30
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
No log 5.5714 100 0.1699 6.2257
0.685 11.1143 200 0.2757 15.9533
0.685 16.6857 300 0.1657 5.0584
0.058 22.2286 400 0.1940 5.4475
0.058 27.8 500 0.1729 3.8911
Framework versions
  • Transformers 4.47.0.dev0
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0

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

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

More Information About whisper-nm-normal huggingface.co Model

More whisper-nm-normal license Visit here:

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

whisper-nm-normal huggingface.co

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

susmitabhatt whisper-nm-normal online free

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

susmitabhatt whisper-nm-normal online free url in huggingface.co:

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

whisper-nm-normal install

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

whisper-nm-normal install url in huggingface.co:

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

Url of whisper-nm-normal

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Provider of whisper-nm-normal huggingface.co

susmitabhatt
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