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Sponsored by
APIMart
badrex / xlsr-sl
Model's Last Updated: June 07 2024
automatic-speech-recognition
Introduction of xlsr-sl
Model Details of xlsr-sl
xlsr-sl
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5561
- Wer: 0.3677
- Cer: 0.0886
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- 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: 500
- num_epochs: 50
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 3.5901 | 2.2989 | 100 | 3.8082 | 1.0 | 1.0 |
| 3.0323 | 4.5977 | 200 | 3.0283 | 0.9994 | 0.9801 |
| 2.6749 | 6.8966 | 300 | 2.7497 | 0.9994 | 0.9693 |
| 0.4857 | 9.1954 | 400 | 0.7014 | 0.6455 | 0.1652 |
| 0.2985 | 11.4943 | 500 | 0.6042 | 0.5448 | 0.1409 |
| 0.2322 | 13.7931 | 600 | 0.5914 | 0.5102 | 0.1322 |
| 0.1573 | 16.0920 | 700 | 0.6055 | 0.5160 | 0.1363 |
| 0.17 | 18.3908 | 800 | 0.5875 | 0.46 | 0.1177 |
| 0.1093 | 20.6897 | 900 | 0.5322 | 0.4464 | 0.1117 |
| 0.0874 | 22.9885 | 1000 | 0.5529 | 0.4363 | 0.1078 |
| 0.108 | 25.2874 | 1100 | 0.5894 | 0.4397 | 0.1108 |
| 0.1021 | 27.5862 | 1200 | 0.5827 | 0.4182 | 0.1041 |
| 0.1012 | 29.8851 | 1300 | 0.5558 | 0.4113 | 0.1025 |
| 0.0239 | 32.1839 | 1400 | 0.5576 | 0.4013 | 0.1005 |
| 0.0449 | 34.4828 | 1500 | 0.5787 | 0.4138 | 0.1013 |
| 0.0709 | 36.7816 | 1600 | 0.5299 | 0.3799 | 0.0917 |
| 0.0372 | 39.0805 | 1700 | 0.5547 | 0.3827 | 0.0950 |
| 0.055 | 41.3793 | 1800 | 0.5421 | 0.3702 | 0.0892 |
| 0.0086 | 43.6782 | 1900 | 0.5342 | 0.3626 | 0.0881 |
| 0.0263 | 45.9770 | 2000 | 0.5646 | 0.3698 | 0.0899 |
| 0.0309 | 48.2759 | 2100 | 0.5561 | 0.3677 | 0.0886 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
Runs of badrex xlsr-sl on huggingface.co
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More Information About xlsr-sl huggingface.co Model
Url of xlsr-sl
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Provider of xlsr-sl huggingface.co
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Updated:March 28 2026
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