jinaai

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jina-embeddings-v2-small-en

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hi @michaelfeil thanks for your suggestion, we would love to, but it's very hard. Because sbert do not allow us to use trust_remote_code option, the latest release of sbert was last year.

I wish you understand, the jina embeddings v2 is built on top of jina bert to support longer context, not any existent backbones.

Such a shame - trust_remote_code would be such a easy feature to implement if sbert were maintained.

@michaelfeil indeed, but if you look at the model readme, we offered a encode function, the signature is exactly the same as the sbert encode function :) and you only need transformers, not sbert anymore :)

My use-case is simple, I would need it with „trust_remote_code“ to deploy it here: https://github.com/michaelfeil/infinity

It actually works now if you install sentence_transformers from source. More info in this PR: https://huggingface.co/jinaai/jina-embeddings-v2-small-en/discussions/10

Probably it will also get released soon:
https://twitter.com/Nils_Reimers/status/1701348989998608542?t=GPk0-7pg50iTzju4-RuZNQ&s=19