---
license: gemma
base_model: google/gemma-4-31b-it
tags:
  - medical
  - korean
  - kmle
  - healthcare
  - gemma4
language:
  - ko
  - en
pipeline_tag: text-generation
---

# ALLM.H-Bv4-Gemma4-31B-BF16

**Korean Medical Foundation Model — KorMedMCQA Doctor Test SOTA**

ALLM.H is a Korean medical specialized foundation model developed by Acryl Inc., built on Google Gemma 4 (31B).

> **For research purposes only. Not for clinical medical decision-making.**

## KMLE SOTA Record

On the **KorMedMCQA Doctor Test** (435 questions, 2022–2024 KMLE), ALLM.H achieves an open-source state-of-the-art accuracy of **96.78%**, surpassing the previously reported open-source best (HARI-Q2.5-Thinking, 73B, 89.2%) by **+7.58%p** — with a 31B model.

## Availability

> ⚠️ **Temporarily Unavailable** — Model weights are not publicly available for download at this time.

For access, licensing, or evaluation inquiries, please **contact Acryl Inc. (jin@acryl.ai)**.

---
© Acryl Inc.