{"id":118790,"date":"2024-08-01T15:43:32","date_gmt":"2024-08-01T13:43:32","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo"},"modified":"2024-08-01T15:43:32","modified_gmt":"2024-08-01T13:43:32","slug":"google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo","title":{"rendered":"Google prezantoi modelin e saj kompakt t\u00eb gjuh\u00ebs Gemma 2 2B, i cili tejkalon GPT 3.5 Turbo","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Kompania Google <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/developers.googleblog.com\/en\/smaller-safer-more-transparent-advancing-responsible-ai-with-gemma\/\" target=\"_blank\">paraqiti<\/a><\/noindex> Gemma 2 2B &mdash; \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u0443\u044e, \u043d\u043e \u043c\u043e\u0449\u043d\u0443\u044e \u044f\u0437\u044b\u043a\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 (LLM), \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0446\u0438\u044e \u043b\u0438\u0434\u0435\u0440\u0430\u043c \u043e\u0442\u0440\u0430\u0441\u043b\u0438, \u043d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0441\u0432\u043e\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043c\u0435\u043d\u044c\u0448\u0438\u0439 \u0440\u0430\u0437\u043c\u0435\u0440. \u041d\u043e\u0432\u0430\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0430\u044f \u0432\u0441\u0435\u0433\u043e 2,6 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432, \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043d\u0435 \u0445\u0443\u0436\u0435 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u0430\u043d\u0430\u043b\u043e\u0433\u043e\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044f OpenAI GPT-3.5 \u0438 Mistral AI Mixtral 8x7B.<\/p>\n<p><center><\/center> \t\t\t\t  <img decoding=\"async\" alt=\"Google prezantoi modelin e saj kompakt t\u00eb gjuh\u00ebs Gemma 2 2B, i cili tejkalon GPT 3.5 Turbo\" src=\"\/wp-content\/uploads\/2024\/08\/bf57e46081c2b08f8962c4d021622033.jpg\" style=\"display:block;margin: 0 auto;\" \/>    <\/p>\n<p>\u0412 \u0442\u0435\u0441\u0442\u0435 LMSYS Chatbot Arena, \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0439 \u043e\u043d\u043b\u0430\u0439\u043d-\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043e\u0446\u0435\u043d\u043a\u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, Gemma 2 2B \u043d\u0430\u0431\u0440\u0430\u043b\u0430 1130 \u0431\u0430\u043b\u043b\u043e\u0432. \u042d\u0442\u043e\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043e\u043f\u0435\u0440\u0435\u0436\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b GPT-3.5-Turbo-0613 (1117 \u0431\u0430\u043b\u043b\u043e\u0432) \u0438 Mixtral-8x7B (1114 \u0431\u0430\u043b\u043b\u043e\u0432) &mdash; \u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u043e\u0431\u043b\u0430\u0434\u0430\u044e\u0449\u0438\u0445 \u0432 \u0434\u0435\u0441\u044f\u0442\u044c \u0440\u0430\u0437 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432.<\/p>\n<p> <img decoding=\"async\" alt=\"Google prezantoi modelin e saj kompakt t\u00eb gjuh\u00ebs Gemma 2 2B, i cili tejkalon GPT 3.5 Turbo\" src=\"\/wp-content\/uploads\/2024\/08\/bfe952fb8eff5abf88d67f7b1a06a1d4.png\" style=\"display:block;margin: 0 auto;\" \/> <\/p>\n<p>Google njofton se Gemma 2 2B gjithashtu ka fituar 56.1 pik\u00eb n\u00eb testin MMLU (Massive Multitask Language Understanding) dhe 36.6 pik\u00eb n\u00eb testin MBPP (Mostly Basic Python Programming), q\u00eb \u00ebsht\u00eb nj\u00eb p\u00ebrmir\u00ebsim t\u00eb ndjesh\u00ebm krahasuar me versionin e m\u00ebparsh\u00ebm. <\/p>\n<p><center><\/center> <\/p>\n<p>Gemma 2 2B sfidon besimin e zakonsh\u00ebm se modelet m\u00eb t\u00eb m\u00ebdha t\u00eb gjuh\u00ebs fillimisht funksionojn\u00eb m\u00eb mir\u00eb se ato kompakte. Performanca e Gemma 2 2B tregon se metodat komplekse t\u00eb m\u00ebsimit, efektiviteti i arkitektur\u00ebs dhe datasetet e kualitetit t\u00eb lart\u00eb mund t\u00eb kompensojn\u00eb munges\u00ebn n\u00eb numrin e parameter\u00ebve. Zhvillimi i Gemma 2 2B gjithashtu thekson r\u00ebnd\u00ebsin\u00eb n\u00eb rritje t\u00eb metodave t\u00eb kompresimit dhe distilimit t\u00eb modeleve t\u00eb AI. Kapaciteti p\u00ebr t\u00eb kompiluar informacionin n\u00eb m\u00ebnyr\u00eb efektive nga modelet m\u00eb t\u00eb m\u00ebdha n\u00eb ato m\u00eb t\u00eb vogla hap mund\u00ebsi p\u00ebr krijimin e mjeteve m\u00eb t\u00eb arritshme t\u00eb AI, pa sakrifikuar performanc\u00ebn e tyre.<\/p>\n<p>Google e ka trajnuar Gemma 2 2B n\u00eb nj\u00eb dataset t\u00eb madh prej 2 trilion token\u00ebsh, duke p\u00ebrdorur sisteme t\u00eb bazuara n\u00eb akcelerator\u00ebt e saj t\u00eb mark\u00ebs TPU v5e. Mb\u00ebshtetje p\u00ebr shum\u00eb gjuh\u00eb zgjeron potencialin e saj p\u00ebr aplikacione globale. Modeli Gemma 2 2B \u00ebsht\u00eb me kod t\u00eb hapur. Hulumtuesit dhe zhvilluesit mund t\u00eb aksesojn\u00eb modelin p\u00ebrmes platform\u00ebs <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/spaces\/huggingface-projects\/gemma-2-2b-it\" target=\"_blank\">Hugging Face<\/a><\/noindex>. Ai gjithashtu mb\u00ebshtet framework t\u00eb ndryshme, duke p\u00ebrfshir\u00eb <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/google\/gemma-2-2b-it\" target=\"_blank\">PyTorch<\/a><\/noindex> dhe <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/google\/gemma-2-2b-it\" target=\"_blank\">TensorFlow<\/a><\/noindex>.<\/p>\n<p><strong>Burimi:<\/strong><\/p>\n<ul class=\"related\">\n<li><noindex><a rel=\"nofollow noopener\" href=\"http:\/\/venturebeat.com\/\" target=\"_blank\" title=\"Venture Beat\">Venture Beat<\/a><\/noindex><\/li>\n<\/ul>\n<p> \t       <center>     <center>    <\/center>     <center>   <\/center>     <\/center>  <center>     <\/center>                \t\t\t \t\t\t\t<center> \t\t\t\t     \t\t\t\t<\/center><br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/3dnews.ru\/1108849\">3dnews.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 Gemma 2 2B &mdash; \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u0443\u044e, \u043d\u043e \u043c\u043e\u0449\u043d\u0443\u044e \u044f\u0437\u044b\u043a\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 (LLM), \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0446\u0438\u044e \u043b\u0438\u0434\u0435\u0440\u0430\u043c \u043e\u0442\u0440\u0430\u0441\u043b\u0438, \u043d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0441\u0432\u043e\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043c\u0435\u043d\u044c\u0448\u0438\u0439 \u0440\u0430\u0437\u043c\u0435\u0440. \u041d\u043e\u0432\u0430\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0430\u044f \u0432\u0441\u0435\u0433\u043e 2,6 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432, \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043d\u0435 \u0445\u0443\u0436\u0435 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u0430\u043d\u0430\u043b\u043e\u0433\u043e\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044f OpenAI GPT-3.5 \u0438 Mistral AI Mixtral 8x7B. \u0412 \u0442\u0435\u0441\u0442\u0435 LMSYS Chatbot [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":118791,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-118790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 Gemma 2 2B.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/news\/google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo\" \/>\n\t<meta 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