{"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\/sk\/blog\/news\/google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo","title":{"rendered":"Google predstavila kompaktn\u00fd jazykov\u00fd model Gemma 2 2B, ktor\u00fd prekon\u00e1va GPT 3.5 Turbo","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Spolo\u010dnos\u0165 Google <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/developers.googleblog.com\/en\/smaller-safer-more-transparent-advancing-responsible-ai-with-gemma\/\" target=\"_blank\">predstavila<\/a><\/noindex> Gemma 2 2B \u2014 kompaktn\u00fd, ale v\u00fdkonn\u00fd jazykov\u00fd model umelej inteligencie (LLM), ktor\u00fd m\u00f4\u017ee konkurova\u0165 l\u00eddrom v odbore, aj ke\u010f je v\u00fdrazne men\u0161\u00ed. Nov\u00fd jazykov\u00fd model s len 2,6 miliardami parametrov dosahuje v\u00fdkon, ktor\u00fd nie je hor\u0161\u00ed ako ove\u013ea v\u00e4\u010d\u0161ie anal\u00f3gy, vr\u00e1tane OpenAI GPT-3.5 a Mistral AI Mixtral 8x7B.<\/p>\n<p><center><\/center> \t\t\t\t  <img decoding=\"async\" alt=\"Google predstavila kompaktn\u00fd jazykov\u00fd model Gemma 2 2B, ktor\u00fd prekon\u00e1va GPT 3.5 Turbo\" src=\"\/wp-content\/uploads\/2024\/08\/bf57e46081c2b08f8962c4d021622033.jpg\" style=\"display:block;margin: 0 auto;\" \/>    <\/p>\n<p>V teste LMSYS Chatbot Arena, popul\u00e1rnej online platforme na porovn\u00e1vacie testovanie a hodnotenie kvality modelov umelej inteligencie, z\u00edskal Gemma 2 2B 1130 bodov. Tento v\u00fdsledok mierne presahuje v\u00fdsledky GPT-3.5-Turbo-0613 (1117 bodov) a Mixtral-8x7B (1114 bodov) \u2014 modelov, ktor\u00e9 maj\u00fa desa\u0165kr\u00e1t viac parametrov.<\/p>\n<p> <img decoding=\"async\" alt=\"Google predstavila kompaktn\u00fd jazykov\u00fd model Gemma 2 2B, ktor\u00fd prekon\u00e1va GPT 3.5 Turbo\" src=\"\/wp-content\/uploads\/2024\/08\/bfe952fb8eff5abf88d67f7b1a06a1d4.png\" style=\"display:block;margin: 0 auto;\" \/> <\/p>\n<p>Google uv\u00e1dza, \u017ee Gemma 2 2B z\u00edskala tie\u017e 56,1 bodu v teste MMLU (Massive Multitask Language Understanding) a 36,6 bodu v teste MBPP (Mostly Basic Python Programming), \u010do je v\u00fdznamn\u00e9 zlep\u0161enie oproti predch\u00e1dzaj\u00facej verzii. <\/p>\n<p><center><\/center> <\/p>\n<p>Gemma 2 2B vyz\u00fdva na v\u0161eobecne akceptovan\u00fd n\u00e1zor, \u017ee v\u00e4\u010d\u0161ie jazykov\u00e9 modely z principi\u00e1lneho h\u013eadiska funguj\u00fa lep\u0161ie ako kompaktn\u00e9. V\u00fdkon Gemma 2 2B ukazuje, \u017ee zlo\u017eit\u00e9 met\u00f3dy u\u010denia, efekt\u00edvnos\u0165 architekt\u00fary a kvalitn\u00e9 datasety m\u00f4\u017eu kompenzova\u0165 nedostatok parametrov. V\u00fdvoj Gemma 2 2B tie\u017e zd\u00f4raz\u0148uje rast\u00facu d\u00f4le\u017eitos\u0165 met\u00f3d kompresie a destil\u00e1cie modelov AI. Mo\u017enos\u0165 efekt\u00edvne skompilova\u0165 inform\u00e1cie z v\u00e4\u010d\u0161\u00edch modelov do men\u0161\u00edch otv\u00e1ra mo\u017enosti na vytvorenie pr\u00edstupnej\u0161\u00edch n\u00e1strojov AI, pri\u010dom sa nezni\u017euje ich v\u00fdkon.<\/p>\n<p>Google vytr\u00e9noval Gemma 2 2B na obrovskom datasete pozost\u00e1vaj\u00facom z 2 bili\u00f3nov tokenov, pomocou syst\u00e9mov zalo\u017een\u00fdch na svojich vlastn\u00fdch AI akceler\u00e1toroch TPU v5e. Podpora viacer\u00fdch jazykov roz\u0161iruje jej potenci\u00e1l pre aplik\u00e1cie na glob\u00e1lnej \u00farovni. Model Gemma 2 2B m\u00e1 otvoren\u00fd zdrojov\u00fd k\u00f3d. V\u00fdskumn\u00edci a v\u00fdvoj\u00e1ri m\u00f4\u017eu z\u00edska\u0165 pr\u00edstup k modelu cez platformu <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/spaces\/huggingface-projects\/gemma-2-2b-it\" target=\"_blank\">Hugging Face<\/a><\/noindex>. Rovnako podporuje r\u00f4zne frameworky, vr\u00e1tane <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/google\/gemma-2-2b-it\" target=\"_blank\">PyTorch<\/a><\/noindex> a <noindex><a rel=\"nofollow noopener\" href=\"https:\/\/huggingface.co\/google\/gemma-2-2b-it\" target=\"_blank\">TensorFlow<\/a><\/noindex>.<\/p>\n<p><strong>Zdroj:<\/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 \/>Zdroj: <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 5.0.3 - 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\/sk\/blog\/news\/google-predstavila-kompaktnuyu-yazykovuyu-model-gemma-2-2b-kotoraya-prevoshodit-gpt-3-5-turbo\" \/>\n\t\t<meta 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