Show HN: Fingerprinting Text Embedding Models via Floating-Point Artifacts

1 points by yantrams a month ago · 0 comments · 1 min read

Implemented a sliding window based mean n-gram histogram vector solution for fingerprinting embedding models after coming across the post[1] below by Han Xiao of Jina AI and it surprisingly worked way better than I expected! Link to Colab notebook [2] and a quick visualization [3] below.

I had this idea couple of years ago but couldn't get myself to work on it. Seeing the post got me thinking about it again and I was pleasantly surprised at the results.

1 - https://jina.ai/news/identifying-embedding-models-from-raw-n...

2 - https://colab.research.google.com/drive/1CTFltQrHRTViYSs3JLr...

3 - https://www.youtube.com/watch?v=Iv5hmv70xs0

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