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README.md

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 # RuBERT-tiny-nli v1
 
-This model is a second attempt to fine-tune the [RuBERT-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) model for a two-way natural language inference task, utilizing the Russian [Textual Entailment Recognition](https://russiansuperglue.com/tasks/task_info/TERRa) dataset. This model uses a custom classifier head with two dense layers. The performance is currently limited.
+This model is the second iteration of the [RuBERT-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) models for a two-way natural language inference task, utilizing the Russian [Textual Entailment Recognition](https://russiansuperglue.com/tasks/task_info/TERRa) dataset. This model comprises two dense layers in the classifier head to improve inference capabilities. However, it is important to note that the model's performance is currently limited, indicating potential areas for further improvement and fine-tuning.
 
 
 ## Usage