slplab / 5sents_XLS-R_2_e-4

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Total runs: 0
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7-day runs: 0
30-day runs: -1
Model's Last Updated: Décembre 09 2023
automatic-speech-recognition

Introduction of 5sents_XLS-R_2_e-4

Model Details of 5sents_XLS-R_2_e-4

5sents_XLS-R_2_e-4

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3629
  • Wer: 0.2063
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
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 400
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
70.1025 99.89 200 23.5652 1.0
17.8988 199.89 400 10.4265 1.0
7.3246 299.89 600 4.0969 1.0
3.5815 399.89 800 2.4899 1.0
1.4553 499.89 1000 1.3636 0.7354
0.3355 599.89 1200 1.4502 0.3651
0.1232 699.89 1400 0.8715 0.3280
0.0615 799.89 1600 0.9018 0.3968
0.0372 899.89 1800 1.7271 0.4339
0.0247 999.89 2000 0.6459 0.2751
0.0166 1099.89 2200 0.4516 0.2540
0.0216 1199.89 2400 0.6955 0.2487
0.0093 1299.89 2600 1.1281 0.2646
0.0084 1399.89 2800 0.6150 0.1376
0.0076 1499.89 3000 1.1476 0.2646
0.0125 1599.89 3200 1.0682 0.2487
0.0096 1699.89 3400 0.8676 0.2487
0.0121 1799.89 3600 2.8241 0.2963
0.0107 1899.89 3800 0.3758 0.2381
0.0107 1999.89 4000 0.8708 0.2381
0.0051 2099.89 4200 0.8423 0.2804
0.0081 2199.89 4400 0.9489 0.2698
0.0044 2299.89 4600 0.8984 0.2857
0.0026 2399.89 4800 0.5836 0.2328
0.0169 2499.89 5000 0.9432 0.2434
0.0055 2599.89 5200 0.4225 0.2381
0.0033 2699.89 5400 1.1866 0.1693
0.0019 2799.89 5600 0.6218 0.1746
0.002 2899.89 5800 0.3831 0.1799
0.0026 2999.89 6000 0.6229 0.1323
Framework versions
  • Transformers 4.26.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.11.0
  • Tokenizers 0.13.3

Runs of slplab 5sents_XLS-R_2_e-4 on huggingface.co

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Updated:Septembre 07 2023