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  The ru-en-RoSBERTa is a general text embedding model for Russian. The model is based on [ruRoBERTa](https://huggingface.co/ai-forever/ruRoberta-large) and fine-tuned with ~4M pairs of supervised, synthetic and unsupervised data in Russian and English. Tokenizer supports some English tokens from [RoBERTa](https://huggingface.co/FacebookAI/roberta-large) tokenizer.
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- For more model details please refer to our [article](arxiv).
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  ## Usage
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  The ru-en-RoSBERTa is a general text embedding model for Russian. The model is based on [ruRoBERTa](https://huggingface.co/ai-forever/ruRoberta-large) and fine-tuned with ~4M pairs of supervised, synthetic and unsupervised data in Russian and English. Tokenizer supports some English tokens from [RoBERTa](https://huggingface.co/FacebookAI/roberta-large) tokenizer.
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+ For more model details please refer to our [article](https://arxiv.org/abs/2408.12503).
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  ## Usage
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