Просто невозможно поверить, что такое происходит! Прошла новость о последнем открытии от Microsoft, и это действительно потрясающе. Команда китайских учёных разработала новый метод обучения языковым моделям, называемый “Обучение на ошибках” или LeMa. Идея в том, что искусственный интеллект самостоятельно учится на своих ошибках, анализируя их и исправляя, что приводит к существенному улучшению его способности решать математические задачи.
Они использовали различные языковые модели, включая LLaMA-2 и GPT-4, чтобы проанализировать неверные рассуждения и учить их правильным решениям. И знаешь что? Этот подход оказался очень успешным! Они достигли стабильного улучшения производительности по сравнению с предыдущими методами, и даже установили рекорд точности для моделей с открытым исходным кодом.
Теперь у нас открываются новые возможности в области искусственного интеллекта. Мы приближаемся к моменту, когда ИИ не просто выполняет задания, а учится эффективно решать все более сложные проблемы. Можешь представить, какие перспективы открываются, например, в медицине, финансах и автономных транспортных средствах? Это просто удивительно!
Исходный код для запуска
И что самое крутое, они выложили, данные и модели на GitHub, так что исследовательское сообщество может продолжить работу в этом направлении. Я просто в восторге от того, как быстро развивается наука и какие потрясающие возможности предоставляет нам искусственный интеллект!
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Abstract
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