Adrian Lucas Malec
adlumal
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liked
a dataset
about 1 month ago
stanfordnlp/sentiment140
liked
a dataset
about 1 month ago
sentence-transformers/eli5
replied to
their
post
about 2 months ago
I benchmarked embedding APIs for speed, compared local vs hosted models, and tuned USearch for sub-millisecond retrieval on 143k chunks using only CPU. The post walks through the results, trade-offs, and what I learned about embedding API terms of service.
The main motivation for using USearch is that CPU compute is cheap and easy to scale.
Blog post: https://huggingface.co/blog/adlumal/lightning-fast-vector-search-for-legal-documents
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