{"id":1278,"date":"2023-06-05T17:43:13","date_gmt":"2023-06-05T17:43:13","guid":{"rendered":"https:\/\/dailyai.com\/?p=1278"},"modified":"2023-06-05T17:43:13","modified_gmt":"2023-06-05T17:43:13","slug":"new-mit-self-learning-language-models-can-beat-other-llms","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2023\/06\/new-mit-self-learning-language-models-can-beat-other-llms\/","title":{"rendered":"\u041d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0435\u0432\u0437\u043e\u0439\u0442\u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 LLM"},"content":{"rendered":"<p><span style=\"font-weight: 400\">\u0417\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0448\u0435\u0441\u0442\u044c \u043c\u0435\u0441\u044f\u0446\u0435\u0432 \u043c\u044b \u0441\u0442\u0430\u043b\u0438 \u0441\u0432\u0438\u0434\u0435\u0442\u0435\u043b\u044f\u043c\u0438 \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0431\u0443\u043c\u0430 <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/05\/ai-powered-technology-slows-the-pacific-salmon-invasion-of-europe\/\"><span style=\"font-weight: 400\">\u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c<\/span><\/a><span style=\"font-weight: 400\"> LLM (\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438) \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0442 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u043e\u0435 \u043c\u0435\u0441\u0442\u043e. \u041d\u043e \u0432\u0441\u0435\u0433\u0434\u0430 \u043b\u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442 \u0438\u043b\u0438 \u0443\u0441\u043b\u0443\u0433\u0430 \u0418\u0418 \u0434\u043e\u043b\u0436\u043d\u044b \u0431\u044b\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u044b \u043d\u0430 LLM? \u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0441\u0442\u0430\u0442\u044c\u0435, \u043d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043d\u0435 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u044b \u043d\u0430 LLM \u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0435\u0432\u0437\u043e\u0439\u0442\u0438 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0437 \u0434\u0440\u0443\u0433\u0438\u0445 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0418\u0418, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043b\u0438\u0434\u0438\u0440\u0443\u044e\u0442 \u0432 \u043e\u0442\u0440\u0430\u0441\u043b\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u0413\u0440\u0443\u043f\u043f\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438\u0437 \u041b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0445 \u043d\u0430\u0443\u043a \u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 (CSAIL) \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u043d\u043e\u0432\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u043a \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c \u043c\u043e\u0434\u0435\u043b\u044f\u043c \u0418\u0418.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u042d\u0442\u043e \u043d\u043e\u0432\u0430\u0442\u043e\u0440\u0441\u043a\u043e\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u0435\u0442 \u0432\u0430\u0436\u043d\u043e\u0441\u0442\u044c \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438 \u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0440\u0435\u0448\u0430\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043d\u0435\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0418\u0418 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u0421 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0435\u043c <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/06\/openai-unveils-1m-cybersecurity-grant-program\/\"><span style=\"font-weight: 400\">OpenAI's<\/span><\/a><span style=\"font-weight: 400\"> ChatGPT \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 GPT-3 \u0438 GPT-4, \u043c\u043d\u043e\u0433\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0432\u043a\u043b\u044e\u0447\u0438\u043b\u0438\u0441\u044c \u0432 \u0433\u043e\u043d\u043a\u0443 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u0432\u043a\u043b\u044e\u0447\u0430\u044f Google Bard \u0438 \u0434\u0440\u0443\u0433\u0438\u0435. <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/06\/snapchat-generative-ai-my-ai-is-it-worth-the-hype\/\"><span style=\"font-weight: 400\">\u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u0418\u0418<\/span><\/a><span style=\"font-weight: 400\"> \u0421\u0438\u0441\u0442\u0435\u043c\u044b, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0435 \u043b\u044e\u0434\u044f\u043c \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043a\u0441\u0442, \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u0434\u0430\u0436\u0435 \u0432\u0438\u0434\u0435\u043e.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u041e\u0434\u043d\u0430\u043a\u043e \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0431\u0435\u0437\u0443\u043f\u0440\u0435\u0447\u043d\u043e\u0433\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u044d\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u043f\u0438\u0440\u0430\u044e\u0442\u0441\u044f \u043d\u0430 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043e\u0431\u044a\u0435\u043c \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u043e\u0440\u043e\u0433\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u0443\u0442\u0435\u043c. \u041c\u043d\u043e\u0433\u0438\u0435 \u0438\u0437 \u044d\u0442\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0438\u043c\u043f\u043e\u0440\u0442\u0438\u0440\u0443\u044e\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0447\u0435\u0440\u0435\u0437 API, \u0447\u0442\u043e \u0441\u043e\u043f\u0440\u044f\u0436\u0435\u043d\u043e \u0441 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0440\u0438\u0441\u043a\u0430\u043c\u0438, \u0442\u0430\u043a\u0438\u043c\u0438 \u043a\u0430\u043a \u0443\u0442\u0435\u0447\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/span><\/p>\n<h2><b>\u0422\u0435\u043a\u0441\u0442\u043e\u0432\u0430\u044f \u044d\u0432\u0435\u043d\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c<\/b><\/h2>\n<p><span style=\"font-weight: 400\">\u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u043d\u043e\u0432\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u043f\u043e\u0434 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435\u043c<\/span><a href=\"https:\/\/arxiv.org\/pdf\/2305.17197.pdf\"> <span style=\"font-weight: 400\">\u041f\u0440\u0438\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0441\u0442\u044c \u043a\u0430\u043a \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435<\/span><\/a><span style=\"font-weight: 400\"> \u0412 \u0441\u0442\u0430\u0442\u044c\u0435, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0432 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0432 \u043e\u043d\u043b\u0430\u0439\u043d-\u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0438 \u043f\u0440\u0435\u043f\u0440\u0438\u043d\u0442\u043e\u0432 arXiv, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043e\u0442\u043c\u0435\u0447\u0430\u044e\u0442, \u0447\u0442\u043e \u043d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 MIT \u043c\u043e\u0433\u0443\u0442 \u0440\u0435\u0448\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u0437\u0430\u0434\u0430\u0447, \u0441 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438. \u042d\u0442\u043e \u043d\u043e\u0432\u0430\u0442\u043e\u0440\u0441\u043a\u043e\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435 \u043e\u043d\u0438 \u043d\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u0439 \u044d\u043d\u0442\u0430\u043b\u044c\u043f\u0438\u0435\u0439.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u041c\u043e\u0434\u0435\u043b\u0438 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u044b \u043d\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438, \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0435\u0441\u043b\u0438 \u0435\u0441\u0442\u044c \u0434\u0432\u0430 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f - \u043f\u043e\u0441\u044b\u043b\u043a\u0430 \u0438 \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0430, \u0442\u043e \u0432 \u0441\u043b\u0443\u0447\u0430\u0435, \u043a\u043e\u0433\u0434\u0430 \u043f\u043e\u0441\u044b\u043b\u043a\u0430 \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0438 \u0438\u0441\u0442\u0438\u043d\u043d\u0430, \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0430, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u0442\u043e\u0436\u0435 \u0438\u0441\u0442\u0438\u043d\u043d\u0430.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u0412<\/span><a href=\"https:\/\/www.csail.mit.edu\/news\/mit-researchers-make-language-models-scalable-self-learners\"> <span style=\"font-weight: 400\">\u0437\u0430\u044f\u0432\u043b\u0435\u043d\u0438\u0435<\/span><\/a><span style=\"font-weight: 400\"> \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0432 \u0431\u043b\u043e\u0433\u0435 MIT CSAIL, \u043e\u0434\u043d\u0438\u043c \u0438\u0437 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432 \u0442\u0430\u043a\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0442\u043e, \u0447\u0442\u043e \u0435\u0441\u043b\u0438 \"\u0443 \u0432\u0441\u0435\u0445 \u043a\u043e\u0448\u0435\u043a \u0435\u0441\u0442\u044c \u0445\u0432\u043e\u0441\u0442\u044b\", \u0442\u043e \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0430 \"\u0443 \u043a\u043e\u0448\u043a\u0438 \u0442\u0430\u0431\u0431\u0438 \u0435\u0441\u0442\u044c \u0445\u0432\u043e\u0441\u0442\", \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u0431\u0443\u0434\u0435\u0442 \u0432\u0435\u0440\u043d\u043e\u0439. \u0422\u0430\u043a\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u043c\u0435\u043d\u044c\u0448\u0435\u0439 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0432 <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/05\/researchers-create-custom-tooth-crowns-using-3d-ai-model\/\"><span style=\"font-weight: 400\">\u041c\u043e\u0434\u0435\u043b\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430<\/span><\/a><span style=\"font-weight: 400\">\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u043e\u043c\u0443 \u043d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 MIT \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u044f\u0442 \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u0441\u044f \u0432 \u0437\u0430\u044f\u0432\u043b\u0435\u043d\u0438\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\"\u041d\u0430\u0448\u0438 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u0435\u043c\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u044d\u043d\u0442\u0438\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u0441 350 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u0430\u043c\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432, \u043d\u0435 \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438\u0445 \u043c\u0435\u0442\u043e\u043a, \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u044f\u0442 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u044b\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u0441 137-175 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430\u043c\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432\", - \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0439 \u0430\u0432\u0442\u043e\u0440 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u043e\u0441\u0442\u0434\u043e\u043a\u0442\u043e\u0440\u0430\u043d\u0442 MIT CSAIL \u0425\u043e\u043d\u0433\u0438\u043d \u041b\u0443\u043e (Hongyin Luo). \"<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u041e\u043d \u0442\u0430\u043a\u0436\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u043b, \u0447\u0442\u043e \u0442\u0430\u043a\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043c\u043e\u0436\u0435\u0442 \u043e\u043a\u0430\u0437\u0430\u0442\u044c\u0441\u044f \u0432\u0435\u0441\u044c\u043c\u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0434\u043b\u044f \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0418\u0418 \u0438 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0442\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0438 \u0441\u0442\u0430\u043b\u0438 \u0431\u043e\u043b\u0435\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u043c\u0438, \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c\u0438 \u0438 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u0435\u0441\u043a\u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438.<\/span><\/p>\n<h2>\u041d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 MIT \u0432\u0441\u0435 \u0435\u0449\u0435 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u044b<\/h2>\n<p><span style=\"font-weight: 400\">\u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 MIT \u043e\u0431\u0435\u0449\u0430\u044e\u0442 \u043c\u043d\u043e\u0433\u043e\u0435, \u043a\u043e\u0433\u0434\u0430 \u0434\u0435\u043b\u043e \u0434\u043e\u0445\u043e\u0434\u0438\u0442 \u0434\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447 \u0431\u0438\u043d\u0430\u0440\u043d\u043e\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438, \u043e\u043d\u0438 \u0432\u0441\u0435 \u0435\u0449\u0435 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u044b \u0432 \u0440\u0435\u0448\u0435\u043d\u0438\u0438 \u0437\u0430\u0434\u0430\u0447 \u043c\u043d\u043e\u0433\u043e\u043a\u043b\u0430\u0441\u0441\u043e\u0432\u043e\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u042d\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0430\u044f \u044d\u043d\u0442\u0438\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0442\u0430\u043a \u0436\u0435 \u0445\u043e\u0440\u043e\u0448\u043e, \u043a\u043e\u0433\u0434\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u041f\u043e \u0441\u043b\u043e\u0432\u0430\u043c \u0414\u0436\u0435\u0439\u043c\u0441\u0430 \u0413\u043b\u0430\u0441\u0441\u0430, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440\u0430 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u0438 \u0433\u043b\u0430\u0432\u043d\u043e\u0433\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f CSAIL, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0442\u0430\u043a\u0436\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0430\u0432\u0442\u043e\u0440\u043e\u043c \u0441\u0442\u0430\u0442\u044c\u0438, \u044d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u043b\u0438\u0442\u044c \u0441\u0432\u0435\u0442 \u043d\u0430 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f LLM \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u043e\u0433\u043e \u043f\u043e\u0434\u0442\u0435\u043a\u0441\u0442\u0430.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u041f\u043e \u0435\u0433\u043e \u0441\u043b\u043e\u0432\u0430\u043c, \"\u0445\u043e\u0442\u044f \u043e\u0431\u043b\u0430\u0441\u0442\u044c LLM \u043f\u0440\u0435\u0442\u0435\u0440\u043f\u0435\u0432\u0430\u0435\u0442 \u0431\u044b\u0441\u0442\u0440\u044b\u0435 \u0438 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f, \u044d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u0447\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u044b\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043e\u0447\u0435\u043d\u044c \u0445\u043e\u0440\u043e\u0448\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432 \u0437\u0430\u0434\u0430\u0447\u0430\u0445 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u044d\u0442\u0430\u043b\u043e\u043d\u043e\u0432 \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441\u043e \u0441\u0432\u043e\u0438\u043c\u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0430\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a\u043e\u0433\u043e \u0436\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u0438\u043b\u0438 \u0434\u0430\u0436\u0435 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u043c\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438\".<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u042d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 - \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0447\u0430\u043b\u043e \u0431\u0443\u0434\u0443\u0449\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0418\u0418, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043c\u043e\u0433\u0443\u0442 \u043e\u0431\u0443\u0447\u0430\u0442\u044c\u0441\u044f \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e \u0438 \u0431\u0443\u0434\u0443\u0442 \u0431\u043e\u043b\u0435\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438, \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u044b\u043c\u0438 \u0438 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u043d\u0430 \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0445. \u0414\u043e\u043a\u043b\u0430\u0434 \u043e \u043d\u043e\u0432\u044b\u0445 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0445\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 MIT \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u0432 \u0438\u044e\u043b\u0435 \u043d\u0430 \u0432\u0441\u0442\u0440\u0435\u0447\u0435 \u0410\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043b\u0438\u043d\u0433\u0432\u0438\u0441\u0442\u0438\u043a\u0438 \u0432 \u0422\u043e\u0440\u043e\u043d\u0442\u043e. \u041f\u0440\u043e\u0435\u043a\u0442 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f<\/span><a href=\"https:\/\/www.innohk.gov.hk\/en\/r-d-centres\/air-innohk\/centre-for-artificial-intelligence-and-robotics-hong-kong-institute-of-science-innovation-chinese-academy-of-sciences\/\"> <span style=\"font-weight: 400\">\u0413\u043e\u043d\u043a\u043e\u043d\u0433\u0441\u043a\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0417\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u043f\u043e\u043b\u0433\u043e\u0434\u0430 \u043c\u044b \u0441\u0442\u0430\u043b\u0438 \u0441\u0432\u0438\u0434\u0435\u0442\u0435\u043b\u044f\u043c\u0438 \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0431\u0443\u043c\u0430 LLM (Large Language Models), \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0418\u0418. \u041d\u043e \u0432\u0441\u0435\u0433\u0434\u0430 \u043b\u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442 \u0438\u043b\u0438 \u0443\u0441\u043b\u0443\u0433\u0430 \u0418\u0418 \u0434\u043e\u043b\u0436\u043d\u044b \u0431\u044b\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u044b \u043d\u0430 LLM? \u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0441\u0442\u0430\u0442\u044c\u0435, \u043d\u043e\u0432\u044b\u0435 \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043d\u0435 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u044b \u043d\u0430 LLM \u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0435\u0432\u0437\u043e\u0439\u0442\u0438 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0437 \u0434\u0440\u0443\u0433\u0438\u0445 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0418\u0418, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043b\u0438\u0434\u0438\u0440\u0443\u044e\u0442 \u0432 \u043e\u0442\u0440\u0430\u0441\u043b\u0438. \u0413\u0440\u0443\u043f\u043f\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438\u0437 \u041b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0445 \u043d\u0430\u0443\u043a \u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 (CSAIL) \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u043d\u043e\u0432\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c \u043c\u043e\u0434\u0435\u043b\u044f\u043c \u0418\u0418. \u042d\u0442\u043e \u043d\u043e\u0432\u0430\u0442\u043e\u0440\u0441\u043a\u043e\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0434\u0435\u043b\u0430\u0435\u0442 \u0430\u043a\u0446\u0435\u043d\u0442 \u043d\u0430 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0438 \u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0448\u0430\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438<\/p>","protected":false},"author":4,"featured_media":1280,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[118,117],"class_list":["post-1278","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-llms","tag-mit"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New MIT self-learning language models can beat other LLMs | DailyAI<\/title>\n<meta name=\"description\" content=\"MIT self-learning language models are not based on LLMs and can outperform some of the other large AI systems that currently lead the industry\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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