Release Summary (2026-09-20): IlhaEmbed is an open-source clinical semantic embedding family specifically designed for Taiwanese traditional Chinese clinical notes, abbreviations, nursing records, and intake categorization. To satisfy diverse deployment profiles—from cloud intake servers to low-power edge kiosks—IlhaEmbed is officially distributed in two distinct architectural variants: 1. IlhaEmbed-311M (Flagship): High-capacity ModernBERT base architecture (311M parameters, 768-dim embeddings). Grounded in 16-category FHIR resource intent anchors, achieving 100.0% (44/44) strict zero-shot prototype routing and 98.15% (106/108) clinical shorthand Top-1 retrieval. Ideal for cloud intake…
Organization
WeeMed AI
weemed
Building a globally standardized, AI-driven digital health and long-term care platform for aging societies — FHIR-first, with integrated health data and intelligent decision support for personalized preventive medicine. AI accelerates digitization; it isn't the product.
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