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README.md
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@@ -2632,6 +2632,7 @@ With a size of 330 million parameters,
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the model enables single-gpu inference while delivering better performance than our small and base model.
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Additionally, we provide the following options:
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- `jina-embedding-s-en-v1`: 35 million parameters.
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- `jina-embedding-b-en-v1`: 110 million parameters.
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- `jina-embedding-l-en-v1`: 330 million parameters **(you are here)**.
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|all-minilm-l6-v2|23m |384|
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|all-mpnet-base-v2 |110m |768|
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|ada-embedding-002|Unknown/OpenAI API |8192|
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|jina-embedding-s-en-v1|35m |512|
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|jina-embedding-b-en-v1|110m |768|
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|jina-embedding-l-en-v1|330m |1024|
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|all-minilm-l6-v2|0.724|0.806|0.756|0.854|0.79 |0.876|0.473 |0.876|0.645 |
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|all-mpnet-base-v2|0.726|0.835|**0.78** |0.857|0.8 |**0.906**|0.513 |0.875|0.656 |
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|ada-embedding-002|0.698|0.833|0.761|0.861|**0.86** |0.903|**0.685** |0.876|**0.726** |
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|jina-embedding-s-en-v1|**0.743**|0.786|0.738|0.837|0.80|0.875|0.523 |0.857|0.524 |
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|jina-embedding-b-en-v1|0.735|0.792|0.752|0.851|0.801|0.89|0.546 |0.871|0.586 |
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|jina-embedding-l-en-v1|0.739|**0.844**|0.778|**0.863**|0.821|0.896|0.566 |**0.882**|0.608 |
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the model enables single-gpu inference while delivering better performance than our small and base model.
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Additionally, we provide the following options:
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- `jina-embedding-t-en-v1`: 14 million parameters.
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- `jina-embedding-s-en-v1`: 35 million parameters.
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- `jina-embedding-b-en-v1`: 110 million parameters.
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- `jina-embedding-l-en-v1`: 330 million parameters **(you are here)**.
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|all-minilm-l6-v2|23m |384|
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|all-mpnet-base-v2 |110m |768|
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|ada-embedding-002|Unknown/OpenAI API |8192|
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|jina-embedding-t-en-v1|14m |312|
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|jina-embedding-s-en-v1|35m |512|
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|jina-embedding-b-en-v1|110m |768|
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|jina-embedding-l-en-v1|330m |1024|
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|all-minilm-l6-v2|0.724|0.806|0.756|0.854|0.79 |0.876|0.473 |0.876|0.645 |
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|all-mpnet-base-v2|0.726|0.835|**0.78** |0.857|0.8 |**0.906**|0.513 |0.875|0.656 |
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|ada-embedding-002|0.698|0.833|0.761|0.861|**0.86** |0.903|**0.685** |0.876|**0.726** |
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|jina-embedding-t-en-v1|0.714|0.775|0.723|0.825|0.771|0.863|0.479 |0.841|0.542 |
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|jina-embedding-s-en-v1|**0.743**|0.786|0.738|0.837|0.80|0.875|0.523 |0.857|0.524 |
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|jina-embedding-b-en-v1|0.735|0.792|0.752|0.851|0.801|0.89|0.546 |0.871|0.586 |
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|jina-embedding-l-en-v1|0.739|**0.844**|0.778|**0.863**|0.821|0.896|0.566 |**0.882**|0.608 |
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