Cafet / whisper-small-mn-cv16

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Total runs: 4
24-hour runs: 0
7-day runs: -2
30-day runs: -2
Model's Last Updated: April 09 2024
automatic-speech-recognition

Introduction of whisper-small-mn-cv16

Model Details of whisper-small-mn-cv16

Whisper small mn

This model is a fine-tuned version of openai/whisper-small on the Common Voice 16.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7131
  • Wer: 50.3222
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: 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: 500
  • training_steps: 3000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.314 2.38 600 0.6038 58.2896
0.0776 4.76 1200 0.5787 52.4574
0.0083 7.14 1800 0.6481 51.0048
0.0031 9.52 2400 0.6928 50.7099
0.0014 11.9 3000 0.7131 50.3222
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Cafet whisper-small-mn-cv16 on huggingface.co

4
Total runs
0
24-hour runs
-1
3-day runs
-2
7-day runs
-2
30-day runs

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whisper-small-mn-cv16 huggingface.co is an AI model on huggingface.co that provides whisper-small-mn-cv16's model effect (), which can be used instantly with this Cafet whisper-small-mn-cv16 model. huggingface.co supports a free trial of the whisper-small-mn-cv16 model, and also provides paid use of the whisper-small-mn-cv16. Support call whisper-small-mn-cv16 model through api, including Node.js, Python, http.

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https://huggingface.co/Cafet/whisper-small-mn-cv16

Cafet whisper-small-mn-cv16 online free

whisper-small-mn-cv16 huggingface.co is an online trial and call api platform, which integrates whisper-small-mn-cv16's modeling effects, including api services, and provides a free online trial of whisper-small-mn-cv16, you can try whisper-small-mn-cv16 online for free by clicking the link below.

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https://huggingface.co/Cafet/whisper-small-mn-cv16

whisper-small-mn-cv16 install

whisper-small-mn-cv16 is an open source model from GitHub that offers a free installation service, and any user can find whisper-small-mn-cv16 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-small-mn-cv16 install, users can directly use whisper-small-mn-cv16 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whisper-small-mn-cv16 install url in huggingface.co:

https://huggingface.co/Cafet/whisper-small-mn-cv16

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Updated:June 19 2024