susmitabhatt / xlsr-bigmodel-kan

huggingface.co
Total runs: 24
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: September 12 2024
automatic-speech-recognition

Introduction of xlsr-bigmodel-kan

Model Details of xlsr-bigmodel-kan

xlsr-bigmodel-kan

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: nan
  • Wer: 1.0
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-06
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 132
  • num_epochs: 100
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
2.521 14.2857 200 inf 0.9741
2.505 28.5714 400 inf 0.9741
2.5013 42.8571 600 inf 0.9741
2.4846 57.1429 800 inf 0.9741
5.2584 71.4286 1000 nan 1.0
0.0 85.7143 1200 nan 1.0
0.0 100.0 1400 nan 1.0
Framework versions
  • Transformers 4.45.0.dev0
  • Pytorch 2.4.0
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of susmitabhatt xlsr-bigmodel-kan on huggingface.co

24
Total runs
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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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https://huggingface.co/susmitabhatt/xlsr-bigmodel-kan

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