Qwen2.5-VL-72B
in full BF16,
on a single AMD MI300X.

Trauma is the leading cause of death between the ages of 1 and 44 worldwide. The Advanced Trauma Life Support primary survey — a structured walk through Airway, Breathing, Circulation, Disability, Exposure — works because someone trained walks it.

In rural emergency rooms and resource-limited casualty departments, that someone trained is often a junior clinician, a nurse on a phone link, or a referral chain that takes hours. ATLS — the project — is a structured, citation-backed triage assistant that walks the protocol on a chest X-ray and a brief clinical vignette, and produces a Pydantic-validated primary-survey JSON plus an SBAR handoff in the local language, in seconds.