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Show HN: Finetune OpenAI Embeddings In-Browser

https://a9.io/spaceshifter/

There's a lesser-known trick described in the OpenAI Cookbook. You can linearly transform a generic embedding space (like OpenAI’s) for your usecase with a well-tuned matrix multiply.

I ported the cookbook technique into a standalone hardware-accelerated webapp, and added some UX to guide the process along. There are some examples on the homepage for out-of-the-box fun. With 30 seconds of training, I was able to improve performance by the first example by 15%.

( 2 comments | on HN )
Re:Show HN: Finetune OpenAI Embeddings In-Browser by gbertb on Wednesday October 18, 2023 @02:50PM (#37932989)
whoa, thanks for doing this! will give it try
Re:Show HN: Finetune OpenAI Embeddings In-Browser by skeptrune on Thursday October 19, 2023 @09:43AM (#37942794)
This is insanely cool