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README.md
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This is an updated version of [cointegrated/rubert-tiny](https://huggingface.co/cointegrated/rubert-tiny): a small Russian BERT-based encoder with high-quality sentence embeddings.
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**DISCLAIMER: the model is going to be updated, and the current version is unstable.**
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The differences from the previous version include:
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- a larger vocabulary: 83828 tokens instead of 29564;
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- larger supported sequences: 2048 instead of 512;
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- sentence embeddings approximate LaBSE closer than before;
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- the model is focused only on Russian.
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The model should be used as is to produce sentence embeddings (e.g. for KNN classification of short texts) or fine-tuned for a downstream task.
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---
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This is an updated version of [cointegrated/rubert-tiny](https://huggingface.co/cointegrated/rubert-tiny): a small Russian BERT-based encoder with high-quality sentence embeddings.
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The differences from the previous version include:
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- a larger vocabulary: 83828 tokens instead of 29564;
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- larger supported sequences: 2048 instead of 512;
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- sentence embeddings approximate LaBSE closer than before;
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- meaningful segment embeddings (tuned on the NLI task)
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- the model is focused only on Russian.
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The model should be used as is to produce sentence embeddings (e.g. for KNN classification of short texts) or fine-tuned for a downstream task.
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