Cafet / whisper-large-final

huggingface.co
Total runs: 7
24-hour runs: -2
7-day runs: -1
30-day runs: -1
Model's Last Updated: May 07 2024
automatic-speech-recognition

Introduction of whisper-large-final

Model Details of whisper-large-final

whisper-large-final

This model is a fine-tuned version of openai/whisper-large-v2 on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.0112
  • eval_wer: 1.1712
  • eval_runtime: 982.7637
  • eval_samples_per_second: 1.892
  • eval_steps_per_second: 0.237
  • epoch: 6.4205
  • step: 4000
Model description

Step Training Loss Validation Loss Wer 500 0.431500 0.412413 48.265244 1000 0.244500 0.230148 29.284654 1500 0.134300 0.122366 16.588772 2000 0.055800 0.069241 10.551493 2500 0.045700 0.035967 4.860615 3000 0.027900 0.024117 3.425524 3500 0.011000 0.016053 1.770495 4000 0.004800 0.011227 1.171166

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: 5000
  • mixed_precision_training: Native AMP
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.2.0
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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

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

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

More whisper-large-final license Visit here:

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

whisper-large-final huggingface.co

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

whisper-large-final huggingface.co Url

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

Cafet whisper-large-final online free

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

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

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

whisper-large-final install

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

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

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

Url of whisper-large-final

whisper-large-final huggingface.co Url

Provider of whisper-large-final huggingface.co

Cafet
ORGANIZATIONS

Other API from Cafet

huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:June 19 2024
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:June 19 2024