Model Card for Sum (3B) Small Research article: Omi Sum 3B: Open Clinical SOAP Model → omi.health/research/omi sum Built by Omi Health · Scribe product page · All research Model Description Sum Small is a language model specifically designed to generate SOAP summaries from medical dialogues. It is a fine tuned version of Microsoft/Phi 3 mini 4k instruct, trained on the omi health/medical dialogue to soap summary dataset. It demonstrates competitive performance against larger closed models. Full benchmark write up, methodology, and reproducibility notes: omi.health/research/omi sum . Intended Use This model is intended for research and development in AI powered medical documentation. It is not ready for direct clinical use without further validation and should be integrated with additional safety guardrails before deployment in a medical setting. Training Data The model was trained on Omi Health's synthetic medical dialogue to soap summary dataset, which consists of 10,000 synthetically generated dialogues and corresponding SOAP summaries. Training Procedure Training was conducted on NVIDIA A100 GPUs. Evaluation The performance of Sum Small has been evaluated using ROUGE 1 as follow…
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