# WeeMed AI

**Building a globally standardized, AI-driven digital health and long-term care platform for aging societies.**

FHIR-first. Integrated health data, intelligent decision support, personalized preventive medicine — deployed in real clinics, health-screening centers, and community long-term care sites in Taiwan.

> **AI accelerates digitization; it isn't the product.**

Based in Taichung, Taiwan.

<!-- PENDING APPROVAL from Prof. Chuan-Yu Chang before publishing:
A spin-off of the Medical Image Processing Laboratory (MIPL), National Yunlin
University of Science and Technology. -->

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## What we release here

We ship models that fall out of real deployment problems, and we publish the **measurements**, not just the weights.

### 🎙️ Breeze-ASR-26 — Taigi + Mandarin ASR for the edge

Quantized redistributions of [MediaTek-Research/Breeze-ASR-26](https://huggingface.co/MediaTek-Research/Breeze-ASR-26) (Apache-2.0) in three runtimes — pick by your constraint:

| Repo | Runtime | Peak RSS | RTF (CPU) | Best for |
|---|---|---|---|---|
| [Breeze-ASR-26-ct2](https://huggingface.co/weemed/Breeze-ASR-26-ct2) | faster-whisper | ~2.9 GB | **0.21** | servers, GPU, 8 GB+ hosts |
| [Breeze-ASR-26-GGML](https://huggingface.co/weemed/Breeze-ASR-26-GGML) | whisper.cpp / MacWhisper | **1.85 GB** | 0.40 | 4 GB hosts, desktop apps |
| [Breeze-ASR-26-ONNX](https://huggingface.co/weemed/Breeze-ASR-26-ONNX) | sherpa-onnx | — | 1.3 | Android / iOS / WASM |

Measured on real multi-speaker Mandarin meeting audio. Mandarin does not regress; Taigi is transcribed as Mandarin meaning, not verbatim Taigi characters.

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## Why this matters to us

Taiwan is aging fast, and the people doing the caring — nurses at screening centers, care managers at community sites, elders themselves — mostly do not speak in written Mandarin. They speak **Taigi**, in noisy rooms, on tablets held in one hand. Health tech that only understands clean written Mandarin does not meet them where they are.

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## How we publish

- **Honest benchmarks.** We report the number that survives scrutiny, including when it kills our own hypothesis.
- **Named gaps.** What we could not measure is written down as an open gap, not omitted.
- **Real audio, real clinics.** Benchmarks on synthetic data only tell you about synthetic data.

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<sub>Apache-2.0 unless stated otherwise · Made in Taichung, Taiwan</sub>