{"id":371,"date":"2025-04-11T20:32:40","date_gmt":"2025-04-11T17:32:40","guid":{"rendered":"https:\/\/neurounit.ai\/blog\/klass-rouge-1-87-0-generativnyj-ii-na-platforme-vertex-ai-ot-google\/"},"modified":"2026-07-04T17:43:32","modified_gmt":"2026-07-04T14:43:32","slug":"klass-rouge-1-87-0-generativnyj-ii-na-platforme-vertex-ai-ot-google","status":"publish","type":"post","link":"https:\/\/neurounit.ai\/blog\/klass-rouge-1-87-0-generativnyj-ii-na-platforme-vertex-ai-ot-google\/","title":{"rendered":"\u041a\u043b\u0430\u0441\u0441 Rouge \u043d\u0430 Vertex AI: \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418"},"content":{"rendered":"<p>\u041a\u043b\u0430\u0441\u0441 Rouge (1.87.0) \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u043c\u043e\u0449\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418, \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0433\u043e \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 Vertex AI \u043e\u0442 Google Cloud. \u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0434\u0430\u043d\u043d\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430 \u2014 \u044d\u0442\u043e \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u043c\u0435\u0442\u0440\u0438\u043a\u0438 ROUGE. \u042d\u0442\u0430 \u043c\u0435\u0442\u0440\u0438\u043a\u0430 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0439 \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u044d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438.<\/p>\n<p>\u041c\u0435\u0442\u0440\u0438\u043a\u0430 ROUGE (Recall-Oriented Understudy for Gisting Evaluation) \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0442\u0435\u043a\u0441\u0442\u043e\u0432. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043e\u043d\u0430 \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 n-\u0433\u0440\u0430\u043c\u043c\u044b (\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438\u0437 n \u0441\u043b\u043e\u0432) \u0432 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u043c \u0442\u0435\u043a\u0441\u0442\u0435 \u0441 n-\u0433\u0440\u0430\u043c\u043c\u0430\u043c\u0438 \u0432 \u044d\u0442\u0430\u043b\u043e\u043d\u043d\u043e\u043c \u0442\u0435\u043a\u0441\u0442\u0435. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439 \u0432\u0430\u0440\u044c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043e\u0442 0 \u0434\u043e 1. \u0411\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0431\u043e\u043b\u0435\u0435 \u0442\u043e\u0447\u043d\u043e\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0439.<\/p>\n<p>\u041a\u043b\u0430\u0441\u0441 Rouge \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u043c\u0435\u0442\u0440\u0438\u043a. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, rouge1, rouge2, rouge3, rouge4, rouge5, rouge6, rouge7, rouge8, rouge9, rougeL \u0438 rougeLsum. \u042d\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0433\u0438\u0431\u043a\u043e \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043e\u0446\u0435\u043d\u043a\u0438 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0438 \u0438\u0445 \u0437\u0430\u0434\u0430\u0447.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-\u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435-\u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438-\u043a\u043b\u0430\u0441\u0441\u0430-rouge\">\u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043a\u043b\u0430\u0441\u0441\u0430 Rouge:<\/h2>\n<p>&#8211; <strong>\u0418\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043c\u0435\u0442\u0440\u0438\u043a\u0438:<\/strong> \u041f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043c\u043e\u0433\u0443\u0442 \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043b\u0430\u0441\u0441 \u0441 \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u0435\u043c \u0442\u0438\u043f\u0430 \u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432. \u0422\u0430\u043a\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0442\u0435\u043c\u043c\u0435\u0440\u0430 (\u0434\u043b\u044f \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0441\u043b\u043e\u0432 \u043a \u0438\u0445 \u043e\u0441\u043d\u043e\u0432\u0435) \u0438 \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0441\u0432\u043e\u0434\u043e\u043a.<br \/>&#8211; <strong>\u0413\u0438\u0431\u043a\u043e\u0441\u0442\u044c \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438:<\/strong> \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0442\u0438\u043f\u043e\u0432 ROUGE \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u0435\u0442\u0440\u0438\u043a\u0443 \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0435 \u043d\u0443\u0436\u0434\u044b. \u042d\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u044d\u0442\u043e\u0442 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u043c \u0434\u043b\u044f \u0448\u0438\u0440\u043e\u043a\u043e\u0433\u043e \u0441\u043f\u0435\u043a\u0442\u0440\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-\u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\"><strong>\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435<\/strong><\/h2>\n<p>\u041c\u0435\u0442\u0440\u0438\u043a\u0430 ROUGE \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0437\u0430\u0434\u0430\u0447\u0430\u0445, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0442\u0435\u043a\u0441\u0442\u043e\u0432, \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u043e\u043c \u0438 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u043c\u0438. \u0422\u0430\u043c, \u0433\u0434\u0435 \u0432\u0430\u0436\u043d\u0430 \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0441\u0443\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f ROUGE \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0436\u0430\u0442\u043e \u0438 \u0442\u043e\u0447\u043d\u043e \u043e\u0442\u0440\u0430\u0436\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430.<\/p>\n<p>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043b\u0430\u0441\u0441\u0430 Rouge \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 Vertex AI \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u043b\u0435\u0433\u043a\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043e\u0449\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u0432 \u0441\u0432\u043e\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u044b. \u042d\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0431\u043e\u043b\u0435\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c. \u042d\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044e \u0431\u043e\u043b\u0435\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043d\u0430 \u0431\u0430\u0437\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-\u0437\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\">\u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435<\/h2>\n<p>\u041a\u043b\u0430\u0441\u0441 Rouge (1.87.0) \u2014 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u044b\u0439 \u0448\u0430\u0433 \u0432 \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0441\u0432\u043e\u0435\u0439 \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u0438 \u0438 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u043e\u043d \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0433\u043b\u0443\u0431\u0436\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u0443\u043b\u0443\u0447\u0448\u0430\u0442\u044c \u0441\u0432\u043e\u0438 \u043c\u043e\u0434\u0435\u043b\u0438. \u042d\u0442\u043e \u0432 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c \u0438\u0442\u043e\u0433\u0435 \u0432\u0435\u0434\u0435\u0442 \u043a \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044e \u0431\u043e\u043b\u0435\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438 \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430. \u0414\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430, \u0434\u0430\u043d\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0441\u0442\u0430\u043d\u0435\u0442 \u043d\u0435\u0437\u0430\u043c\u0435\u043d\u0438\u043c\u044b\u043c \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u043e\u043c \u0432 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0438 \u0432\u044b\u0441\u043e\u043a\u0438\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432.<\/p>\n<p><em>\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: Google Cloud<\/em><\/p>\n<div class=\"nu-read-also\">\n<p><strong>\u0427\u0438\u0442\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u0436\u0435:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/neurounit.ai\/blog\/klyuchevye-trendy-formirovaniya-rynka-generativnogo-ii-v-meditsine-do-2034-goda\/\">\u0422\u0440\u0435\u043d\u0434\u044b \u0440\u044b\u043d\u043a\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 \u0432 \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0435 \u0434\u043e 2034 \u0433\u043e\u0434\u0430<\/a><\/li>\n<li><a href=\"https:\/\/neurounit.ai\/blog\/kolledzh-ist-zapuskaet-novuyu-spetsialnost-po-iskusstvennomu-intellektu-osenyu-2025-goda\/\">\u041a\u043e\u043b\u043b\u0435\u0434\u0436 IST \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u043e \u0418\u0418 \u043e\u0441\u0435\u043d\u044c\u044e 2025 \u0433\u043e\u0434\u0430<\/a><\/li>\n<li><a href=\"https:\/\/neurounit.ai\/blog\/kompaniya-iskusstvennogo-intellekta-predstavila-samoupravlyaemye-elektronnye-tablitsy\/\">Sourcetable \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u0443\u044e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0443\u044e \u0442\u0430\u0431\u043b\u0438\u0446\u0443 \u043d\u0430 \u0418\u0418<\/a><\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u041a\u043b\u0430\u0441\u0441 Rouge (1.87.0) \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 Vertex AI \u043e\u0442 Google Cloud \u0432\u044b\u0447\u0438\u0441\u043b\u044f\u0435\u0442 \u043c\u0435\u0442\u0440\u0438\u043a\u0443 ROUGE \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418. \u041c\u0435\u0442\u0440\u0438\u043a\u0430 \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 n-\u0433\u0440\u0430\u043c\u043c\u044b \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u044d\u0442\u0430\u043b\u043e\u043d\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430, \u0432\u044b\u0434\u0430\u0432\u0430\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043e\u0442 0 \u0434\u043e 1, \u0433\u0434\u0435 \u0432\u044b\u0448\u0435 \u0437\u043d\u0430\u0447\u0438\u0442 \u0442\u043e\u0447\u043d\u0435\u0435. \u041a\u043b\u0430\u0441\u0441 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043c\u0435\u0442\u0440\u0438\u043a\u0438 (rouge1-9, rougeL, rougeLsum) \u0434\u043b\u044f \u0433\u0438\u0431\u043a\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u043e\u0446\u0435\u043d\u043a\u0438.<\/p>\n","protected":false},"author":1,"featured_media":1394,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-razrabotka"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u043b\u0430\u0441\u0441 Rouge \u043d\u0430 Vertex AI: \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 - Neurounit<\/title>\n<meta name=\"description\" content=\"\u0418\u0437\u0443\u0447\u0438\u0442\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043a\u043b\u0430\u0441\u0441\u0430 Rouge (1.87.0) \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043c\u0435\u0442\u0440\u0438\u043a\u0438 ROUGE \u043d\u0430 Google Cloud.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/neurounit.ai\/blog\/klass-rouge-1-87-0-generativnyj-ii-na-platforme-vertex-ai-ot-google\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u043b\u0430\u0441\u0441 Rouge \u043d\u0430 Vertex AI: \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 - Neurounit\" \/>\n<meta property=\"og:description\" content=\"\u0418\u0437\u0443\u0447\u0438\u0442\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043a\u043b\u0430\u0441\u0441\u0430 Rouge (1.87.0) \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043c\u0435\u0442\u0440\u0438\u043a\u0438 ROUGE \u043d\u0430 Google Cloud.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/neurounit.ai\/blog\/klass-rouge-1-87-0-generativnyj-ii-na-platforme-vertex-ai-ot-google\/\" \/>\n<meta property=\"og:site_name\" content=\"Neurounit\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-11T17:32:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-04T14:43:32+00:00\" \/>\n<meta property=\"og:image\" 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