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badrex / xlsr-mk-adap-ru
Model's Last Updated: June 07 2024
automatic-speech-recognition
Introduction of xlsr-mk-adap-ru
Model Details of xlsr-mk-adap-ru
xlsr-mk-adap-ru
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: 0.5237
- Wer: 0.3740
- Cer: 0.0926
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 |
|---|---|---|---|---|---|
| 3.0092 | 1.8868 | 100 | 2.9963 | 1.0 | 1.0 |
| 1.8956 | 3.7736 | 200 | 1.7089 | 0.9936 | 0.4894 |
| 0.5532 | 5.6604 | 300 | 0.5738 | 0.5799 | 0.1469 |
| 0.3567 | 7.5472 | 400 | 0.5090 | 0.5316 | 0.1336 |
| 0.374 | 9.4340 | 500 | 0.4753 | 0.4835 | 0.1219 |
| 0.2431 | 11.3208 | 600 | 0.5123 | 0.4868 | 0.1225 |
| 0.2573 | 13.2075 | 700 | 0.5502 | 0.4870 | 0.1240 |
| 0.1353 | 15.0943 | 800 | 0.5542 | 0.4836 | 0.1362 |
| 0.1978 | 16.9811 | 900 | 0.5199 | 0.4606 | 0.1205 |
| 0.1433 | 18.8679 | 1000 | 0.4968 | 0.4410 | 0.1131 |
| 0.0685 | 20.7547 | 1100 | 0.5464 | 0.4352 | 0.1125 |
| 0.151 | 22.6415 | 1200 | 0.5290 | 0.4329 | 0.1099 |
| 0.0845 | 24.5283 | 1300 | 0.5226 | 0.4159 | 0.1059 |
| 0.109 | 26.4151 | 1400 | 0.5479 | 0.4209 | 0.1085 |
| 0.0647 | 28.3019 | 1500 | 0.5292 | 0.4139 | 0.1058 |
| 0.0763 | 30.1887 | 1600 | 0.5182 | 0.4003 | 0.1022 |
| 0.091 | 32.0755 | 1700 | 0.5272 | 0.4033 | 0.1054 |
| 0.0707 | 33.9623 | 1800 | 0.5087 | 0.3956 | 0.1030 |
| 0.083 | 35.8491 | 1900 | 0.5098 | 0.3928 | 0.1017 |
| 0.1112 | 37.7358 | 2000 | 0.5140 | 0.3842 | 0.0937 |
| 0.112 | 39.6226 | 2100 | 0.5382 | 0.3961 | 0.0987 |
| 0.0472 | 41.5094 | 2200 | 0.5132 | 0.3805 | 0.0956 |
| 0.1136 | 43.3962 | 2300 | 0.5124 | 0.3831 | 0.0958 |
| 0.0547 | 45.2830 | 2400 | 0.5136 | 0.3827 | 0.0956 |
| 0.0844 | 47.1698 | 2500 | 0.5091 | 0.3713 | 0.0929 |
| 0.0643 | 49.0566 | 2600 | 0.5237 | 0.3740 | 0.0926 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
Runs of badrex xlsr-mk-adap-ru on huggingface.co
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More Information About xlsr-mk-adap-ru huggingface.co Model
Url of xlsr-mk-adap-ru
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Updated:March 28 2026
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