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we are working on some transformer based models trained on millions of patients across a broad set of features. Well launch our first model into a private alpha in a few weeks. Basically it uses a seq2seq transformer XL and fhir data. https://labs.1up.health/ Were hiring. U can email me directly at ricky@ We don't do any of the subset optimization or training for specific diseases or conditions. It's all or nothing like the way most llms work



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