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Update README.md

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  language: uk
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  tags:
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  - gec
 
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  widget:
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- - text: "я й не думав що компютерна лінгвістика це легкоо."
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- ---
 
 
 
 
 
 
 
 
 
 
 
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  language: uk
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  tags:
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  - gec
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+ - mbart-50
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  widget:
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+ - text: "я й не думав що комп'ютерна лінгвістика це легкоо."
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+ ---
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+ This model was finetuned on errorful sentences from the `train` subset of [UA-GEC](https://github.com/grammarly/ua-gec) corpus, introduced in [UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language](https://arxiv.org/abs/2103.16997) paper.
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+
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+ Only sentences containing errors were used; 8,874 sentences for training and 987 sentences for validation. The training arguments were defined as follows:
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+ ```
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+ batch_size = 4
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+ num_train_epochs = 3
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+ learning_rate=5e-5
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+ weight_decay=0.01
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+ optim = "adamw_hf"
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+ ```