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README.md
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model-index:
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- name: uzbek_stt
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results: []
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model-index:
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- name: uzbek_stt
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results: []
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---
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## Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng yaxshi versiyasi!
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### Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov, Mahmud Jumanazarov
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Bu model [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 100ta epoxta o'qitilgan.
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O'qitish natijalari:
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- Xatolik: 0.1963
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- So'z xatoligi: 0.2102
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### O'qitish giperparameterlari
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O'qitish uchun ishlatilgan giperparameterlar:
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- learning_rate: 0.00003
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- total_train_batch_size: 16
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 100.0
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- mixed_precision_training: Native AMP
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