luigisaetta / whisper-atco2-largev2

huggingface.co
Total runs: 8
24-hour runs: -1
7-day runs: -2
30-day runs: 0
Model's Last Updated: December 22 2022
automatic-speech-recognition

Introduction of whisper-atco2-largev2

Model Details of whisper-atco2-largev2

openai/whisper-large-v2

This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8022
  • Wer: 20.0210
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
  • distributed_type: multi-GPU
  • num_devices: 4
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 128
  • total_eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • training_steps: 500
Training results
Training Loss Epoch Step Validation Loss Wer
0.0029 8.33 100 0.6650 19.2872
0.0005 16.67 200 0.7456 18.4486
0.0003 25.0 300 0.7798 19.4969
0.0002 33.33 400 0.7964 19.7065
0.0002 41.67 500 0.8022 20.0210
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.1
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of luigisaetta whisper-atco2-largev2 on huggingface.co

8
Total runs
-1
24-hour runs
-2
3-day runs
-2
7-day runs
0
30-day runs

More Information About whisper-atco2-largev2 huggingface.co Model

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whisper-atco2-largev2 huggingface.co is an AI model on huggingface.co that provides whisper-atco2-largev2's model effect (), which can be used instantly with this luigisaetta whisper-atco2-largev2 model. huggingface.co supports a free trial of the whisper-atco2-largev2 model, and also provides paid use of the whisper-atco2-largev2. Support call whisper-atco2-largev2 model through api, including Node.js, Python, http.

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whisper-atco2-largev2 install

whisper-atco2-largev2 is an open source model from GitHub that offers a free installation service, and any user can find whisper-atco2-largev2 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-atco2-largev2 install, users can directly use whisper-atco2-largev2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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