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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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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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``` |
