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@@ -2636,11 +2636,12 @@ This makes our model useful for a range of use cases, especially when processing
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  This model has 33 million parameters, which enables lightning-fast and memory efficient inference, while still delivering impressive performance.
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  Additionally, we provide the following embedding models:
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- - [`jina-embeddings-v2-small-en`](https://huggingface.co/jinaai/jina-embeddings-v2-small-en): 33 million parameters **(you are here)**.
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  - [`jina-embeddings-v2-base-en`](https://huggingface.co/jinaai/jina-embeddings-v2-base-en): 137 million parameters.
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  - [`jina-embeddings-v2-base-zh`](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh): 161 million parameters Chinese-English Bilingual embeddings.
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  - [`jina-embeddings-v2-base-de`](https://huggingface.co/jinaai/jina-embeddings-v2-base-de): 161 million parameters German-English Bilingual embeddings.
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  - [`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embeddings (soon).
 
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  ## Data & Parameters
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  This model has 33 million parameters, which enables lightning-fast and memory efficient inference, while still delivering impressive performance.
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  Additionally, we provide the following embedding models:
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+ - [`jina-embeddings-v2-small-en`](https://huggingface.co/jinaai/jina-embeddings-v2-small-en): 33 million parameters.
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  - [`jina-embeddings-v2-base-en`](https://huggingface.co/jinaai/jina-embeddings-v2-base-en): 137 million parameters.
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  - [`jina-embeddings-v2-base-zh`](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh): 161 million parameters Chinese-English Bilingual embeddings.
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  - [`jina-embeddings-v2-base-de`](https://huggingface.co/jinaai/jina-embeddings-v2-base-de): 161 million parameters German-English Bilingual embeddings.
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  - [`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embeddings (soon).
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+ - [`jina-embeddings-v2-base-code`](https://huggingface.co/jinaai/jina-embeddings-v2-base-code): 161 million parameters code embeddings.
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  ## Data & Parameters
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