razhan / whisper-small-ckb

huggingface.co
Total runs: 710
24-hour runs: -47
7-day runs: 2
30-day runs: 363
Model's Last Updated: May 07 2024
automatic-speech-recognition

Introduction of whisper-small-ckb

Model Details of whisper-small-ckb

whisper-small-sorani

This model is a fine-tuned version of openai/whisper-small on the common voice v15 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0334
  • Wer: 0.0613
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: 1e-05
  • train_batch_size: 56
  • eval_batch_size: 32
  • seed: 42
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 5000
Training results
Training Loss Epoch Step Validation Loss Wer
0.1005 0.55 1000 0.1405 0.2743
0.0711 1.09 2000 0.0858 0.1772
0.0609 1.64 3000 0.0585 0.1151
0.02 2.19 4000 0.0408 0.0789
0.0169 2.74 5000 0.0334 0.0613
Framework versions
  • Transformers 4.34.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.14.0

Runs of razhan whisper-small-ckb on huggingface.co

710
Total runs
-47
24-hour runs
-53
3-day runs
2
7-day runs
363
30-day runs

More Information About whisper-small-ckb huggingface.co Model

More whisper-small-ckb license Visit here:

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

whisper-small-ckb huggingface.co

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

whisper-small-ckb huggingface.co Url

https://huggingface.co/razhan/whisper-small-ckb

razhan whisper-small-ckb online free

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

razhan whisper-small-ckb online free url in huggingface.co:

https://huggingface.co/razhan/whisper-small-ckb

whisper-small-ckb install

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

whisper-small-ckb install url in huggingface.co:

https://huggingface.co/razhan/whisper-small-ckb

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