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Create: 2023-02-23 Update: 2025-07-09 02:03:10

🚀BioGPT - это языковая модель transformer, разработанная исследователями Microsoft и оптимизированная для ответов на биомедицинские вопросы

Исследовательская группа Microsoft обучила BioGPT, используя только данные, относящиеся к конкретной предметной области. Они собрали статьи из PubMed, англоязычного источника текстовых метаданных биомедицинских статей, обновленной до 2021 года. В результате было получено в общей сложности 15 миллионов фрагментов контента с названиями и аннотациями, которые команда использовала для обучения BioGPT.

Для предварительной подготовки исследовательская группа использовала восемь графических процессоров Nvidia V100 для выполнения 200 000 шагов, в то время как тонкая настройка выполнялась с помощью одного графического процессора Nvidia V100 для выполнения 32 шагов.

Команда доработала предварительно подготовленную модель на основе GPT-2 с 357 миллионами параметров для последующих задач: извлечение сквозных связей, генерация текста, ответы на вопросы и классификация документов.

На сайте показан пример вопроса к BioGPT о лечении COVID-19. Базы будут обновляться, точность и актуальность ответов повышаться. Когда будет доступна - непонятно. Но выглядит интересно

https://the-decoder.com/biogpt-is-a-microsoft-language-model-trained-for-biomedical-tasks/

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THE DECODER

BioGPT is a Microsoft language model trained for biomedical tasks

BioGPT is a transformer language model developed by Microsoft researchers and optimized for answering biomedical questions. According to Microsoft Research, the model performs at the level of human experts.

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3.69K viewsStepan Samoylov, Feb 23, 2023 at 10:22

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🚀BioGPT - это языковая модель transformer

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