{"id":167258,"date":"2026-04-03T05:11:55","date_gmt":"2026-04-03T03:11:56","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/google-vypustil-otkrytuyu-ai-model-gemma-4-postroennuyu-na-tehnologiyah-gemini-3"},"modified":"2026-04-03T05:11:55","modified_gmt":"2026-04-03T03:11:56","slug":"google-vypustil-otkrytuyu-ai-model-gemma-4-postroennuyu-na-tehnologiyah-gemini-3","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/google-vypustil-otkrytuyu-ai-model-gemma-4-postroennuyu-na-tehnologiyah-gemini-3","title":{"rendered":"Google l\u00ebshoi modelin e hapur t\u00eb AI, Gemma 4, e nd\u00ebrtuar mbi teknologjit\u00eb e Gemini 3","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Kompania Google publikoi nj\u00eb familje t\u00eb re t\u00eb modeleve t\u00eb m\u00ebdha gjuh\u00ebsore Gemma 4, t\u00eb cilat bazohen n\u00eb teknologjit\u00eb e modelit Gemini 3. Gemma 4 distribuohet me licenc\u00eb Apache n\u00eb variantet me 2.3, 4.5, 25.2 dhe 30.7 miliard parametra (E2B, E4B, 31B dhe 26B A4B). Variantet E2B dhe E4B jan\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr p\u00ebrdorim n\u00eb pajisje mobile, sistemet e internetit t\u00eb gj\u00ebrave (IoT) dhe pllakat si Raspberry Pi, nd\u00ebrsa variantet e tjera jan\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr p\u00ebrdorim n\u00eb stacione pun\u00ebsimi dhe sisteme me GPU konsumator\u00ebsh. Madh\u00ebsia e kontekstit t\u00eb marr\u00eb parasysh nga modeli \u00ebsht\u00eb 128 mij\u00eb token\u00eb p\u00ebr modelet E2B dhe E4B, dhe 256 mij\u00eb token\u00eb p\u00ebr modelet 31B dhe 26B A4B. <\/p>\n

Modelet jan\u00eb shum\u00ebgjuh\u00ebshe dhe multimodale: nga kutia p\u00ebrfshihen 35 gjuh\u00eb (gjat\u00eb trajnimit jan\u00eb p\u00ebrdorur m\u00eb shum\u00eb se 140 gjuh\u00eb), dhe n\u00eb hyrje mund t\u00eb trajtohen tekst dhe imazhe (modelet E2B dhe E4B p\u00ebrve\u00e7 k\u00ebsaj mb\u00ebshtesin gjithashtu p\u00ebrpunimin e z\u00ebrit). Modeli 26B A4B bazohet n\u00eb arkitektur\u00ebn MoE (Mixture-of-Experts), ku modeli \u00ebsht\u00eb i ndar\u00eb n\u00eb nj\u00eb seri rrjetesh ekspert\u00ebsh (n\u00eb gjenerimin e p\u00ebrgjigjes mund t\u00eb p\u00ebrdoren vet\u00ebm 3.8 miliard parametra, por shpejt\u00ebsia \u00ebsht\u00eb ndjesh\u00ebm m\u00eb e lart\u00eb se modelet e tjera t\u00eb m\u00ebdha), nd\u00ebrsa variantet e tjera p\u00ebrdorin arkitektur\u00ebn monolitike klasike. <\/p>\n

Modelet mb\u00ebshtesin arsyetimin dhe m\u00ebnyrat e personalizuara t\u00eb mendimit, mb\u00ebshtesin rolin sistemik (System Role) p\u00ebr t\u00eb trajtuar udh\u00ebzimet (rregullat, kufizimet) ve\u00e7mas nga t\u00eb dh\u00ebnat. Modelet mund t\u00eb p\u00ebrdoren p\u00ebr t\u00eb shkruar kod, p\u00ebr njohjen e objekteve n\u00eb imazhe, analiz\u00ebn kadrov\u00eb t\u00eb videove, analiz\u00ebn e dokumenteve dhe PDF-ve, njohjen optike t\u00eb tekstit t\u00eb shtypur dhe atij t\u00eb shkruar (OCR), njohjen e z\u00ebrit dhe p\u00ebrkthimin mes gjuh\u00ebve. E mundur t\u00eb p\u00ebrdoret si agjent\u00eb autonom\u00eb, q\u00eb nd\u00ebrveprojn\u00eb me mjete dhe API t\u00eb ndryshme. <\/p>\n

N\u00eb shumic\u00ebn e testeve, modelet e seris\u00eb Gemma 4 e kan\u00eb tejkaluar duksh\u00ebm modelin Gemma 3 me 27 miliard parametra. Mb\u00ebshtetet p\u00ebrdorimi i Gemma 4 me mjete dhe biblioteka si LiteRT-LM, vLLM, llama.cpp, MLX, Ollama, NVIDIA NIM dhe NeMo, LM Studio, Unsloth, SGLang, Cactus, Basetan, MaxText, Tunix dhe Keras.

\"Google<\/center>
\"Google<\/center>
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Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043d\u043e\u0432\u043e\u0435 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 Gemma 4, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u0445 \u043c\u043e\u0434\u0435\u043b\u0438 Gemini 3. Gemma 4 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache \u0432 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u0441 2.3, 4.5, 25.2 \u0438 30.7 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430\u043c\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 (E2B, E4B, 31B \u0438 26B A4B). \u0412\u0430\u0440\u0438\u0430\u043d\u0442\u044b E2B \u0438 E4B \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430\u0445, \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430 \u0432\u0435\u0449\u0435\u0439 (IoT) \u0438 \u043f\u043b\u0430\u0442\u0430\u0445 \u0442\u0438\u043f\u0430 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":167259,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-167258","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Google lan\u00e7oi modelin e hapur AI Gemma 4, t\u00eb nd\u00ebrtuar mbi teknologjit\u00eb Gemini 3 | ProHoster","description":"Kompania Google publikoi nj\u00eb familje t\u00eb re t\u00eb modeleve t\u00eb m\u00ebdha gjuh\u00ebsore Gemma 4, t\u00eb cilat bazohen n\u00eb teknologjit\u00eb e modelit Gemini 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ProHoster","og:description":"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043d\u043e\u0432\u043e\u0435 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 Gemma 4, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u0445 \u043c\u043e\u0434\u0435\u043b\u0438 Gemini 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