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Sponsored by
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badrex / xlsr-am-adap-ru
Model's Last Updated: June 07 2024
automatic-speech-recognition
Introduction of xlsr-am-adap-ru
Model Details of xlsr-am-adap-ru
xlsr-am-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: 1.7523
- Wer: 0.7058
- Cer: 0.2819
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: 100
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 4.7311 | 3.0303 | 100 | 4.5737 | 1.0 | 1.0 |
| 4.1724 | 6.0606 | 200 | 4.1384 | 1.0 | 0.9880 |
| 4.0604 | 9.0909 | 300 | 4.0653 | 1.0 | 0.9863 |
| 1.8268 | 12.1212 | 400 | 2.0440 | 0.9610 | 0.5231 |
| 0.9795 | 15.1515 | 500 | 1.6829 | 0.8855 | 0.4220 |
| 0.8934 | 18.1818 | 600 | 1.4791 | 0.8375 | 0.3794 |
| 0.4444 | 21.2121 | 700 | 1.4552 | 0.8174 | 0.3440 |
| 0.3345 | 24.2424 | 800 | 1.3845 | 0.7862 | 0.3075 |
| 0.3854 | 27.2727 | 900 | 1.5174 | 0.7846 | 0.3254 |
| 0.2771 | 30.3030 | 1000 | 1.4851 | 0.7743 | 0.3161 |
| 0.2124 | 33.3333 | 1100 | 1.5143 | 0.7411 | 0.3079 |
| 0.2229 | 36.3636 | 1200 | 1.5672 | 0.7468 | 0.3098 |
| 0.2108 | 39.3939 | 1300 | 1.6140 | 0.7595 | 0.3094 |
| 0.2062 | 42.4242 | 1400 | 1.5804 | 0.7485 | 0.3111 |
| 0.1375 | 45.4545 | 1500 | 1.6814 | 0.7489 | 0.3040 |
| 0.1544 | 48.4848 | 1600 | 1.6285 | 0.7464 | 0.3030 |
| 0.1588 | 51.5152 | 1700 | 1.7064 | 0.7349 | 0.3010 |
| 0.1559 | 54.5455 | 1800 | 1.7128 | 0.7485 | 0.3087 |
| 0.1186 | 57.5758 | 1900 | 1.7004 | 0.7349 | 0.3004 |
| 0.1054 | 60.6061 | 2000 | 1.7703 | 0.7296 | 0.2981 |
| 0.1306 | 63.6364 | 2100 | 1.7435 | 0.7304 | 0.2921 |
| 0.1053 | 66.6667 | 2200 | 1.7505 | 0.7300 | 0.2951 |
| 0.1228 | 69.6970 | 2300 | 1.7204 | 0.7181 | 0.2865 |
| 0.1359 | 72.7273 | 2400 | 1.6765 | 0.7173 | 0.2889 |
| 0.0904 | 75.7576 | 2500 | 1.6989 | 0.7173 | 0.2831 |
| 0.1258 | 78.7879 | 2600 | 1.7484 | 0.7128 | 0.2844 |
| 0.097 | 81.8182 | 2700 | 1.7627 | 0.7046 | 0.2835 |
| 0.0814 | 84.8485 | 2800 | 1.7628 | 0.7165 | 0.2888 |
| 0.0834 | 87.8788 | 2900 | 1.7520 | 0.7136 | 0.2886 |
| 0.0658 | 90.9091 | 3000 | 1.7474 | 0.7091 | 0.2901 |
| 0.0977 | 93.9394 | 3100 | 1.7767 | 0.7066 | 0.2812 |
| 0.0644 | 96.9697 | 3200 | 1.7563 | 0.7050 | 0.2835 |
| 0.0572 | 100.0 | 3300 | 1.7523 | 0.7058 | 0.2819 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
Runs of badrex xlsr-am-adap-ru on huggingface.co
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More Information About xlsr-am-adap-ru huggingface.co Model
Url of xlsr-am-adap-ru
xlsr-am-adap-ru huggingface.co Url
Provider of xlsr-am-adap-ru huggingface.co
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Updated:March 28 2026
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