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Show HN: Finetune OpenAI Embeddings In-Browser

14 points| maxkrieger | 2 years ago |a9.io

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

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skeptrune|2 years ago

This is insanely cool

gbertb|2 years ago

whoa, thanks for doing this! will give it try