zuazo / whisper-tiny-pt-old

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 06 2024
automatic-speech-recognition

Introduction of whisper-tiny-pt-old

Model Details of whisper-tiny-pt-old

Whisper Tiny Portuguese

This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_13_0 pt dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9091
  • Wer: 28.2309
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: 3.75e-05
  • train_batch_size: 256
  • eval_batch_size: 128
  • 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: 20000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.0172 14.08 1000 0.6518 29.2084
0.0054 28.17 2000 0.7505 29.3431
0.0018 42.25 3000 0.7833 28.7944
0.0008 56.34 4000 0.8186 28.9702
0.0012 70.42 5000 0.8409 29.6241
0.0004 84.51 6000 0.8530 29.0014
0.0002 98.59 7000 0.8743 28.3163
0.0001 112.68 8000 0.8918 28.2506
0.0001 126.76 9000 0.9091 28.2309
0.0001 140.85 10000 0.9273 28.4001
0.0 154.93 11000 0.9460 28.6005
0.0 169.01 12000 0.9660 28.5496
0.0 183.1 13000 0.9863 28.5151
0.0 197.18 14000 1.0075 28.5660
0.0 211.27 15000 1.0271 28.5907
0.0 225.35 16000 1.0469 28.5003
0.0 239.44 17000 1.0647 28.5200
0.0 253.52 18000 1.0800 28.5036
0.0 267.61 19000 1.0910 28.5545
0.0 281.69 20000 1.0960 28.6071
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.4
  • Tokenizers 0.15.1

Runs of zuazo whisper-tiny-pt-old on huggingface.co

8
Total runs
0
24-hour runs
0
3-day runs
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7-day runs
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30-day runs

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whisper-tiny-pt-old huggingface.co

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

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https://huggingface.co/zuazo/whisper-tiny-pt-old

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https://huggingface.co/zuazo/whisper-tiny-pt-old

whisper-tiny-pt-old install

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

whisper-tiny-pt-old install url in huggingface.co:

https://huggingface.co/zuazo/whisper-tiny-pt-old

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