Maciej Piecko's picture

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Maciej Piecko

mpieck

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https://sourceforge.net/u/mpieck/profile/

mpieck

AI & ML interests

RAG, LLM, embedding

Recent Activity

liked a dataset about 5 hours ago

czyzi0/the-mc-speech-dataset

liked a model 23 days ago

speakleash/Bielik-11B-v3.0-Instruct

replied to adlumal's post 3 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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