thisiskeithkwan / cantomed-base-2

huggingface.co
Total runs: 5
24-hour runs: -1
7-day runs: 2
30-day runs: 5
Model's Last Updated: August 11 2023
automatic-speech-recognition

Introduction of cantomed-base-2

Model Details of cantomed-base-2

Whisper medium 12

This model is a fine-tuned version of openai/whisper-medium on the mozilla-foundation/common_voice_11_0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8225
  • Cer: 29.3991
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: 0.0001
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • training_steps: 12000
Training results
Training Loss Epoch Step Validation Loss Cer
0.0214 12.05 2000 0.7735 57.5787
0.0107 24.1 4000 0.8499 41.2738
0.0013 36.14 6000 0.8238 31.5901
0.0023 48.19 8000 0.8371 30.6105
0.0 60.24 10000 0.8209 29.4550
0.0 72.29 12000 0.8225 29.3991
Framework versions
  • Transformers 4.32.0.dev0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.4
  • Tokenizers 0.13.3

Runs of thisiskeithkwan cantomed-base-2 on huggingface.co

5
Total runs
-1
24-hour runs
-1
3-day runs
2
7-day runs
5
30-day runs

More Information About cantomed-base-2 huggingface.co Model

More cantomed-base-2 license Visit here:

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

cantomed-base-2 huggingface.co

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thisiskeithkwan cantomed-base-2 online free url in huggingface.co:

https://huggingface.co/thisiskeithkwan/cantomed-base-2

cantomed-base-2 install

cantomed-base-2 is an open source model from GitHub that offers a free installation service, and any user can find cantomed-base-2 on GitHub to install. At the same time, huggingface.co provides the effect of cantomed-base-2 install, users can directly use cantomed-base-2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

cantomed-base-2 install url in huggingface.co:

https://huggingface.co/thisiskeithkwan/cantomed-base-2

Url of cantomed-base-2

Provider of cantomed-base-2 huggingface.co

thisiskeithkwan
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