Adrian Lucas Malec
adlumal
AI & ML interests
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replied to
their
post
5 days 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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a dataset
5 days ago
cais/hle
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a paper
8 days ago
The Massive Legal Embedding Benchmark (MLEB)
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