{"id":"bitpolar","name":"bitpolar","homepage":"https://github.com/mmgehlot/bitpolar","repo_url":"https://github.com/mmgehlot/bitpolar","category":"ai-ml","subcategories":[],"tags":[],"what_it_does":"BitPolar: near-optimal vector quantization with zero training overhead — 3-bit precision, provably unbiased inner products (ICLR 2026)","use_cases":[],"not_for":[],"best_when":null,"avoid_when":null,"alternatives":[],"af_score":null,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["crates_io"],"priority":"medium","status":"discovered","version_evaluated":null,"last_evaluated":null}