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  ## Intended Usage & Model Info
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- `jina-embedding-s-en-v2` is an English, monolingual **embedding model supporting 8192 sequence length**.
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  It is based on a Bert architecture (Jina Bert) that supports the symmetric bidirectional variant of [ALiBi](https://arxiv.org/abs/2108.12409) to support longer sequence length.
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  The backbone `jina-bert-s-en-v2` is pretrained on the C4 dataset.
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  The model is further trained on Jina AI's collection of more than 400 millions of sentence pairs and hard negatives.
 
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  ## Intended Usage & Model Info
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+ `jina-embedding-s-en-v2` is an English, monolingual **embedding model** supporting **8192 sequence length**.
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  It is based on a Bert architecture (Jina Bert) that supports the symmetric bidirectional variant of [ALiBi](https://arxiv.org/abs/2108.12409) to support longer sequence length.
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  The backbone `jina-bert-s-en-v2` is pretrained on the C4 dataset.
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  The model is further trained on Jina AI's collection of more than 400 millions of sentence pairs and hard negatives.