{"id":343,"date":"2024-11-27T19:29:48","date_gmt":"2024-11-27T19:29:48","guid":{"rendered":"https:\/\/naujienaplius.lt\/index.php\/2024\/11\/27\/hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas\/"},"modified":"2024-11-27T19:29:48","modified_gmt":"2024-11-27T19:29:48","slug":"hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas","status":"publish","type":"post","link":"https:\/\/naujienaplius.lt\/index.php\/2024\/11\/27\/hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas\/","title":{"rendered":"Hugging Face&#8217;s SmolVLM gali labai suma\u017einti \u012fmoni\u0173 dirbtinio intelekto i\u0161laidas"},"content":{"rendered":" \r\n<br><div>\n\t\t\t\t<div id=\"boilerplate_2682874\" class=\"post-boilerplate boilerplate-before\">\n<p><em>Prisijunkite prie m\u016bs\u0173 kasdieni\u0173 ir savaitini\u0173 naujienlai\u0161ki\u0173, kad gautum\u0117te naujausi\u0173 naujien\u0173 ir i\u0161skirtinio turinio apie pramon\u0117je pirmaujan\u010di\u0105 AI apr\u0117pt\u012f. Su\u017einokite daugiau<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n<\/div><p>Hugging Face k\u0105 tik i\u0161leido SmolVLM \u2013 kompakti\u0161k\u0105 vizijos kalbos AI model\u012f, galint\u012f pakeisti tai, kaip \u012fmon\u0117s naudoja dirbtin\u012f intelekt\u0105 savo veikloje. Naujasis modelis nepaprastai efektyviai apdoroja vaizdus ir tekst\u0105, o jam reikia tik dalies skai\u010diavimo galios, reikalingos jo konkurentams.<\/p>\n\n\n\n<p>Laikas negal\u0117jo b\u016bti geresnis. Kadangi \u012fmon\u0117s kovoja su spar\u010diai did\u0117jan\u010diomis dideli\u0173 kalb\u0173 modeli\u0173 diegimo i\u0161laidomis ir vizijos AI sistem\u0173 skai\u010diavimo poreikiais, \u201eSmolVLM\u201c si\u016blo pragmati\u0161k\u0105 sprendim\u0105, kuris neaukoja na\u0161umo d\u0117l prieinamumo.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Turinys:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/naujienaplius.lt\/index.php\/2024\/11\/27\/hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas\/#Mazas_modelis_didelis_poveikis_kaip_SmolVLM_keicia_zaidima\" >Ma\u017eas modelis, didelis poveikis: kaip SmolVLM kei\u010dia \u017eaidim\u0105<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/naujienaplius.lt\/index.php\/2024\/11\/27\/hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas\/#Vaizdinio_intelekto_proverzis_paaiskinta_pazangi_SmolVLM_glaudinimo_technologija\" >Vaizdinio intelekto prover\u017eis: paai\u0161kinta pa\u017eangi SmolVLM glaudinimo technologija<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/naujienaplius.lt\/index.php\/2024\/11\/27\/hugging-faces-smolvlm-gali-labai-sumazinti-imoniu-dirbtinio-intelekto-islaidas\/#Imones_AI_ateitis_prieinamumas_ir_nasumas\" >\u012emon\u0117s AI ateitis: prieinamumas ir na\u0161umas<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-small-model-big-impact-how-smolvlm-changes-the-game\"><span class=\"ez-toc-section\" id=\"Mazas_modelis_didelis_poveikis_kaip_SmolVLM_keicia_zaidima\"><\/span>Ma\u017eas modelis, didelis poveikis: kaip SmolVLM kei\u010dia \u017eaidim\u0105<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u201eSmolVLM yra kompakti\u0161kas atviras multimodalinis modelis, kuris priima savavali\u0161kas vaizd\u0173 ir teksto \u012fvesties sekas, kad gaut\u0173 teksto i\u0161vest\u012f\u201c, \u2013 modelio kortel\u0117je paai\u0161kina Hugging Face tyrim\u0173 grup\u0117. <\/p>\n\n\n\n<p>Tai labai svarbu d\u0117l precedento neturin\u010dio modelio efektyvumo: jam reikia tik 5,02 GB GPU RAM, o konkuruojantiems modeliams, tokiems kaip Qwen-VL 2B ir InternVL2 2B, reikia atitinkamai 13,70 GB ir 10,52 GB.<\/p>\n\n\n\n<p>\u0160is efektyvumas rei\u0161kia esmin\u012f AI pl\u0117tros pokyt\u012f. U\u017euot laik\u0119si pramon\u0117je taikomo po\u017ei\u016brio \u201edidesnis yra geresnis\u201c, \u201eHugging Face\u201c \u012frod\u0117, kad kruop\u0161tus architekt\u016bros projektavimas ir naujovi\u0161ki suspaudimo metodai gali u\u017etikrinti \u012fmon\u0117s lygio na\u0161um\u0105 lengvoje pakuot\u0117je. Tai gal\u0117t\u0173 labai suma\u017einti kli\u016btis patekti \u012f rink\u0105 \u012fmon\u0117ms, norin\u010dioms \u012fdiegti AI vizijos sistemas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-visual-intelligence-breakthrough-smolvlm-s-advanced-compression-technology-explained\"><span class=\"ez-toc-section\" id=\"Vaizdinio_intelekto_proverzis_paaiskinta_pazangi_SmolVLM_glaudinimo_technologija\"><\/span>Vaizdinio intelekto prover\u017eis: paai\u0161kinta pa\u017eangi SmolVLM glaudinimo technologija<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>SmolVLM techniniai pasiekimai yra puik\u016bs. Modelis pristato agresyvi\u0105 vaizdo glaudinimo sistem\u0105, kuri efektyviau apdoroja vaizdin\u0119 informacij\u0105 nei bet kuris ankstesnis \u0161ios klas\u0117s modelis. \u201eSmolVLM naudoja 81 vaizdin\u012f \u017eeton\u0105, kad u\u017ekoduot\u0173 384 \u00d7 384 dyd\u017eio vaizdo pataisas\u201c, \u2013 paai\u0161kino mokslininkai. \u0160is metodas leid\u017eia modeliui atlikti sud\u0117tingas vaizdines u\u017eduotis, i\u0161laikant minimalias skai\u010diavimo i\u0161laidas.<\/p>\n\n\n\n<p>\u0160is naujovi\u0161kas po\u017ei\u016bris apima ne tik nejudan\u010dius vaizdus. Bandym\u0173 metu \u201eSmolVLM\u201c pademonstravo netik\u0117tas vaizdo analiz\u0117s galimybes ir pasiek\u0117 27,14% \u201eCinePile\u201c etalono bal\u0105. D\u0117l to ji konkuruoja tarp didesni\u0173, daug i\u0161tekli\u0173 reikalaujan\u010di\u0173 modeli\u0173, o tai rodo, kad veiksmingos AI architekt\u016bros gali b\u016bti paj\u0117gesn\u0117s, nei manyta anks\u010diau.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-future-of-enterprise-ai-accessibility-meets-performance\"><span class=\"ez-toc-section\" id=\"Imones_AI_ateitis_prieinamumas_ir_nasumas\"><\/span>\u012emon\u0117s AI ateitis: prieinamumas ir na\u0161umas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u201eSmolVLM\u201c verslo pasekm\u0117s yra gilios. Suteikdama pa\u017eangias vizijos kalbos galimybes prieinamas \u012fmon\u0117ms, turin\u010dioms ribotus skai\u010diavimo i\u0161teklius, Hugging Face i\u0161 esm\u0117s demokratizavo technologij\u0105, kuri anks\u010diau buvo skirta technologij\u0173 mil\u017einams ir gerai finansuojamoms naujoms \u012fmon\u0117ms.<\/p>\n\n\n\n<p>Modelis yra trij\u0173 variant\u0173, skirt\u0173 skirtingiems \u012fmon\u0117s poreikiams patenkinti. \u012emon\u0117s gali \u012fdiegti bazin\u0119 versij\u0105 tinkintam k\u016brimui, naudoti sintetin\u0119 versij\u0105, kad padidint\u0173 na\u0161um\u0105, arba \u012fdiegti instrukcijos versij\u0105, kad b\u016bt\u0173 galima nedelsiant \u012fdiegti klientams skirtose programose.<\/p>\n\n\n\n<p>I\u0161leistas pagal Apache 2.0 licencij\u0105, SmolVLM remiasi pagal form\u0105 optimizuotu SigLIP vaizdo koduotuvu ir SmolLM2, skirtu teksto apdorojimui. Mokymo duomenys, gauti i\u0161 The Cauldron ir Docmatix duomen\u0173 rinkini\u0173, u\u017etikrina patikim\u0105 na\u0161um\u0105 \u012fvairiais verslo naudojimo atvejais.<\/p>\n\n\n\n<p>\u201eNekantriai laukiame, k\u0105 bendruomen\u0117 sukurs naudodama SmolVLM\u201c, \u2013 teig\u0117 tyrimo grup\u0117. \u0160is atvirumas bendruomen\u0117s pl\u0117trai kartu su visapusi\u0161ka dokumentacija ir integracijos palaikymu rodo, kad ateinan\u010diais metais SmolVLM gali tapti kertiniu \u012fmon\u0117s AI strategijos akmeniu.<\/p>\n\n\n\n<p>Poveikis AI pramonei yra reik\u0161mingas. Kadangi \u012fmon\u0117s susiduria su vis did\u0117jan\u010diu spaudimu diegti dirbtinio intelekto sprendimus valdydami i\u0161laidas ir poveik\u012f aplinkai, efektyvus SmolVLM dizainas si\u016blo patraukli\u0105 alternatyv\u0105 daug i\u0161tekli\u0173 reikalaujantiems modeliams. Tai gali reik\u0161ti naujos \u012fmon\u0117s AI eros prad\u017ei\u0105, kai na\u0161umas ir prieinamumas neb\u0117ra vienas kito nesuderinami.<\/p>\n\n\n\n<p>Modelis i\u0161 karto pasiekiamas per Hugging Face platform\u0105 ir gali pakeisti verslo po\u017ei\u016br\u012f \u012f vizualinio AI diegim\u0105 2024 m. ir v\u0117liau.<\/p>\n<div id=\"boilerplate_2660155\" class=\"post-boilerplate boilerplate-after\"><div class=\"Boilerplate__newsletter-container\">\n<div class=\"Boilerplate__newsletter-main\">\n<p><strong>VB dienra\u0161tis<\/strong><\/p>\n<p>B\u016bkite \u017einomi! Kasdien gaukite paskutines naujienas savo pa\u0161to d\u0117\u017eut\u0117je<\/p>\n<p class=\"Form__newsletter-legal\">Prenumeruodami sutinkate su \u201eVentureBeat\u201c paslaug\u0173 teikimo s\u0105lygomis.<\/p>\n<p class=\"Form__success\" id=\"boilerplateNewsletterConfirmation\">\n<p>\t\t\t\t\tA\u010di\u016b, kad u\u017esiprenumeravote. Daugiau VB naujienlai\u0161ki\u0173 rasite \u010dia.\n\t\t\t\t<\/p>\n<p class=\"Form__error\">\u012evyko klaida.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\t\t\t<\/div>\r\n<br>\r\n<br><a href=\"https:\/\/venturebeat.com\/ai\/hugging-face-smolvlm-could-cut-ai-costs-for-businesses-by-a-huge-margin\/\">Source link <\/a>","protected":false},"excerpt":{"rendered":"<p>Prisijunkite prie m\u016bs\u0173 kasdieni\u0173 ir savaitini\u0173 naujienlai\u0161ki\u0173, kad gautum\u0117te naujausi\u0173 naujien\u0173 ir i\u0161skirtinio turinio apie pramon\u0117je pirmaujan\u010di\u0105 AI apr\u0117pt\u012f. Su\u017einokite&hellip;<\/p>\n","protected":false},"author":1,"featured_media":344,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[167],"tags":[],"class_list":["post-343","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologijos"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/posts\/343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/comments?post=343"}],"version-history":[{"count":0,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/posts\/343\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/media\/344"}],"wp:attachment":[{"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/media?parent=343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/categories?post=343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naujienaplius.lt\/index.php\/wp-json\/wp\/v2\/tags?post=343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}