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CodeRankEmbed

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Nomic AI 1.05k

Having the same problem here, making it not usable.

Hi @cyt-Free and @joe32140 ,

Could you please share the code snippet and exact error message so I can resolve this issue?

Thanks!

Hi,

Thank you for quick reply! Could you try to run this script by adding this model? https://gist.github.com/joe32140/3c38f377750202d7803b8c0fa0ef1e8b#file-evaluate_code_tasks-py-L196-L199

CodeRankEmbed always consume much more vram compared to other models with similar size, which makes it much slower. I believe there's gpu management issue in the modeling code. (I have adjusted batch size from 32 to 4, but it didn't help.)

If i had to make a quick guess, it's due to the max sequence length being longer than the models you pasted. you can manually override this to be shorter if needed