zuazo / whisper-large-eu-from-es

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: January 01 2024
automatic-speech-recognition

Introduction of whisper-large-eu-from-es

Model Details of whisper-large-eu-from-es

Whisper Large Basque

This model is a fine-tuned version of zuazo/whisper-large-es on the mozilla-foundation/common_voice_13_0 eu dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4549
  • Wer: 12.9815
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: 32
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 20000
Training results
Training Loss Epoch Step Validation Loss Wer
0.0162 4.01 1000 0.3159 16.8577
0.0042 9.01 2000 0.3181 15.1606
0.0038 14.01 3000 0.3367 14.7211
0.0035 19.0 4000 0.3419 14.5915
0.0012 24.0 5000 0.3489 14.3586
0.0029 29.0 6000 0.3650 14.6746
0.0011 33.01 7000 0.3643 13.8138
0.0006 38.01 8000 0.3628 14.0042
0.0009 43.01 9000 0.3661 14.0042
0.0003 48.01 10000 0.3794 13.7166
0.0003 53.0 11000 0.3793 13.6923
0.0 58.0 12000 0.3991 13.4027
0.0 63.0 13000 0.4119 13.3562
0.0 67.01 14000 0.4209 13.2184
0.0 72.01 15000 0.4288 13.2225
0.0 77.01 16000 0.4361 13.1516
0.0 82.01 17000 0.4428 13.1334
0.0 87.0 18000 0.4487 13.1334
0.0 92.0 19000 0.4531 12.9896
0.0 97.0 20000 0.4549 12.9815
Framework versions
  • Transformers 4.33.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.4
  • Tokenizers 0.13.3

Runs of zuazo whisper-large-eu-from-es on huggingface.co

15
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-large-eu-from-es huggingface.co

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

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https://huggingface.co/zuazo/whisper-large-eu-from-es

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whisper-large-eu-from-es install

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

whisper-large-eu-from-es install url in huggingface.co:

https://huggingface.co/zuazo/whisper-large-eu-from-es

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