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README.md
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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##
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###
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## Model description
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 4
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- eval_batch_size: 8
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- num_epochs: 15.0
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- mixed_precision_training: Native AMP
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###
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| 0.4736 | 3.4 | 10000 | 0.6247 | 0.6362 |
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| 0.3392 | 6.8 | 20000 | 0.7254 | 0.5605 |
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| 0.2085 | 10.19 | 30000 | 0.5465 | 0.5097 |
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| 0.1387 | 13.59 | 40000 | 0.5984 | 0.4632 |
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### Framework versions
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- Transformers 4.22.0.dev0
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- Pytorch 1.10.0+cu113
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- Datasets 2.4.0
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- Tokenizers 0.12.1
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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## Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng kichik versiyasi. Bu yaxshi versiya emas faqat 15ta epoch o'qitilgan!
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### Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov
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Bu model [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 15ta epoxta o'qitilgan.
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O'qitish natijalari:
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- Xatolik: 0.5763
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- So'z xatoligi: 0.4502
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### O'qitish giperparameterlari
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O'qitish uchun ishlatilgan giperparameterlar:
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- learning_rate: 0.0003
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- train_batch_size: 4
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- eval_batch_size: 8
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- num_epochs: 15.0
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- mixed_precision_training: Native AMP
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### O'qitish natijalari
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| Xatolik | Epox | Qadam | Tasdiq xatoligi | SXD |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|
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| 0.4736 | 3.4 | 10000 | 0.6247 | 0.6362 |
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| 0.3392 | 6.8 | 20000 | 0.7254 | 0.5605 |
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| 0.2085 | 10.19 | 30000 | 0.5465 | 0.5097 |
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| 0.1387 | 13.59 | 40000 | 0.5984 | 0.4632 |
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