{"id":842,"date":"2025-02-04T12:12:20","date_gmt":"2025-02-04T12:12:20","guid":{"rendered":"https:\/\/janusai.pro\/?page_id=842"},"modified":"2025-02-04T12:12:24","modified_gmt":"2025-02-04T12:12:24","slug":"janus-pro-1b-running-in-your-browser","status":"publish","type":"page","link":"https:\/\/janusai.pro\/hu\/janus-pro-1b-running-in-your-browser\/","title":{"rendered":"Janus Pro 1B fut a b\u00f6ng\u00e9sz\u0151dben"},"content":{"rendered":"<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-palette-9-color\">A Safari m\u00e9g nem t\u00e1mogatott\u3002<\/mark><\/p>\n\n\n<style>.kb-row-layout-id842_d680fa-30 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id842_d680fa-30 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id842_d680fa-30 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1080px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id842_d680fa-30 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id842_d680fa-30 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id842_d680fa-30 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id842_d680fa-30 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column842_b238b3-a6 > .kt-inside-inner-col,.kadence-column842_b238b3-a6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column842_b238b3-a6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column842_b238b3-a6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column842_b238b3-a6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column842_b238b3-a6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column842_b238b3-a6{position:relative;}@media all and (max-width: 1024px){.kadence-column842_b238b3-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column842_b238b3-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column842_b238b3-a6\"><div class=\"kt-inside-inner-col\">\n<iframe\n\tsrc=\"https:\/\/llmhacker-janus-pro-webgpu.static.hf.space\"\n\tframeborder=\"0\"\n\twidth=\"1080px\"\n\theight=\"850\"\n><\/iframe>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id842_5b506f-d0 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id842_5b506f-d0 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id842_5b506f-d0 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1080px;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id842_5b506f-d0 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id842_5b506f-d0 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id842_5b506f-d0 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id842_5b506f-d0 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column842_3ece6d-66 > .kt-inside-inner-col,.kadence-column842_3ece6d-66 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column842_3ece6d-66 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column842_3ece6d-66 > .kt-inside-inner-col{flex-direction:column;}.kadence-column842_3ece6d-66 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column842_3ece6d-66 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column842_3ece6d-66{position:relative;}@media all and (max-width: 1024px){.kadence-column842_3ece6d-66 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column842_3ece6d-66 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column842_3ece6d-66\"><div class=\"kt-inside-inner-col\"><style>.kadence-column842_4dc46a-6d > .kt-inside-inner-col,.kadence-column842_4dc46a-6d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column842_4dc46a-6d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column842_4dc46a-6d > .kt-inside-inner-col{flex-direction:column;}.kadence-column842_4dc46a-6d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column842_4dc46a-6d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column842_4dc46a-6d{position:relative;}@media all and (max-width: 1024px){.kadence-column842_4dc46a-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column842_4dc46a-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column842_4dc46a-6d\"><div class=\"kt-inside-inner-col\">\n<p>Az Janus Pro WebGPU egy \u00e9lvonalbeli alkalmaz\u00e1s, amelyet a b\u00f6ng\u00e9sz\u0151ben t\u00f6rt\u00e9n\u0151 egys\u00e9ges multimod\u00e1lis meg\u00e9rt\u00e9sre \u00e9s gener\u00e1l\u00e1sra terveztek. Az Janus-Pro-1B modellt haszn\u00e1lja, amely egy autoregressz\u00edv keretrendszer, amelyet sz\u00f6veges \u00e9s k\u00e9pi bemenetek \u00e9s kimenetek kezel\u00e9s\u00e9re fejlesztettek ki, \u00edgy sokoldal\u00fa eszk\u00f6zz\u00e9 teszi a k\u00fcl\u00f6nb\u00f6z\u0151 mesters\u00e9ges intelligencia feladatokhoz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Az Janus Pro WebGPU \u00e1ttekint\u00e9se<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Keretrendszer<\/strong>: Az alkalmaz\u00e1s React \u00e9s Vite haszn\u00e1lat\u00e1val k\u00e9sz\u00fclt, a Transformers.js-t a modellintegr\u00e1ci\u00f3hoz \u00e9s a WebGPU-t a hardveres gyors\u00edt\u00e1shoz haszn\u00e1lva.<\/li>\n\n\n\n<li><strong>Modell k\u00e9pess\u00e9gek<\/strong>: Az Janus-Pro-1B kiv\u00e1l\u00f3an alkalmas multimod\u00e1lis feladatokra, lehet\u0151v\u00e9 t\u00e9ve a felhaszn\u00e1l\u00f3k sz\u00e1m\u00e1ra, hogy k\u00e9peket adjanak meg, \u00e9s gener\u00e1lt k\u00e9peket vagy sz\u00f6veges v\u00e1laszokat kapjanak. Ez a modell k\u00fcl\u00f6n\u00f6sen figyelemre m\u00e9lt\u00f3 a vizu\u00e1lis bemeneteken alapul\u00f3 tartalom \u00e9rtelmez\u00e9s\u00e9nek \u00e9s gener\u00e1l\u00e1s\u00e1nak k\u00e9pess\u00e9g\u00e9vel, amely a vizu\u00e1lis adatok meg\u00e9rt\u00e9s\u00e9ben \u00e9s gener\u00e1l\u00e1s\u00e1ban egyar\u00e1nt fejlett k\u00e9pess\u00e9geket mutat.<\/li>\n\n\n\n<li><strong>Teljes\u00edtm\u00e9ny<\/strong>: A modell hat\u00e9konyan m\u0171k\u00f6dik a WebGPU-t t\u00e1mogat\u00f3 webb\u00f6ng\u00e9sz\u0151kben, p\u00e9ld\u00e1ul a Chrome-ban. A felhaszn\u00e1l\u00f3k jelent\u0151s teljes\u00edtm\u00e9nyel\u0151ny\u00f6kr\u0151l sz\u00e1moltak be, t\u00f6bbek k\u00f6z\u00f6tt a hagyom\u00e1nyos GPU-k\u00e9szletekhez k\u00e9pest gyorsabb k\u00f6vetkeztet\u00e9si id\u0151kr\u0151l.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Az Janus Pro WebGPU haszn\u00e1lat\u00e1nak megkezd\u00e9se<\/h2>\n\n\n\n<p>Az Janus Pro WebGPU alkalmaz\u00e1s helyi be\u00e1ll\u00edt\u00e1s\u00e1hoz \u00e9s futtat\u00e1s\u00e1hoz k\u00f6vesse az al\u00e1bbi l\u00e9p\u00e9seket:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>A t\u00e1rol\u00f3 kl\u00f3noz\u00e1sa<\/strong>:bash<code>git clone https:\/\/github.com\/huggingface\/transformers.js-examples.git<\/code><\/li>\n\n\n\n<li><strong>Navig\u00e1ljon a projektk\u00f6nyvt\u00e1rba<\/strong>:bash<code>cd transformers.js-examples\/janus-webgpu cd transformers.js-examples\/janus-webgpu<\/code><\/li>\n\n\n\n<li><strong>Telep\u00edtse a f\u00fcgg\u0151s\u00e9geket<\/strong>:bash<code>npm telep\u00edt\u00e9s<\/code><\/li>\n\n\n\n<li><strong>A fejleszt\u0151i kiszolg\u00e1l\u00f3 futtat\u00e1sa<\/strong>:bash<code>npm run dev <\/code>Miut\u00e1n v\u00e9grehajtotta ezeket a parancsokat, nyissa meg a b\u00f6ng\u00e9sz\u0151t, \u00e9s navig\u00e1ljon a k\u00f6vetkez\u0151 oldalra\u00a0<code>http:\/\/localhost:5173<\/code>\u00a0az alkalmaz\u00e1ssal val\u00f3 interakci\u00f3hoz<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Modell specifik\u00e1ci\u00f3k<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u00e9pz\u00e9s<\/strong>: Az Janus-Pro-1B-t egy k\u00f6nny\u0171, elosztott k\u00e9pz\u00e9si keretrendszerrel k\u00e9pezz\u00fck, amely versenyk\u00e9pes teljes\u00edtm\u00e9nyt ny\u00fajt a k\u00fcl\u00f6nb\u00f6z\u0151 benchmarkok k\u00f6z\u00f6tt. Egyed\u00fcl\u00e1ll\u00f3 architekt\u00far\u00e1val rendelkezik, amely elk\u00fcl\u00f6n\u00edti a vizu\u00e1lis k\u00f3dol\u00e1si \u00fatvonalakat a meg\u00e9rt\u00e9si \u00e9s a gener\u00e1l\u00e1si feladatokhoz, n\u00f6velve mind a stabilit\u00e1st, mind a teljes\u00edtm\u00e9nyt.<\/li>\n\n\n\n<li><strong>Bemeneti korl\u00e1toz\u00e1sok<\/strong>: A modell legfeljebb 384 \u00d7 384 k\u00e9ppont m\u00e9ret\u0171 k\u00e9peket t\u00e1mogat, ami befoly\u00e1solhatja a teljes\u00edtm\u00e9ny\u00e9t az olyan r\u00e9szletes feladatokban, mint az optikai karakterfelismer\u00e9s (OCR). A felhaszn\u00e1l\u00f3k \u00e9szrevehetik, hogy b\u00e1r a gener\u00e1lt k\u00e9pek szemantikailag gazdagok, a felbont\u00e1skorl\u00e1toz\u00e1s miatt hi\u00e1nyozhat bel\u0151l\u00fck a finom r\u00e9szletess\u00e9g.<\/li>\n\n\n\n<li><strong>Ny\u00edlt forr\u00e1sk\u00f3d<\/strong>: Az Janus Pro ny\u00edlt forr\u00e1sk\u00f3d\u00fa licenc alatt \u00e9rhet\u0151 el, lehet\u0151v\u00e9 t\u00e9ve a fejleszt\u0151k sz\u00e1m\u00e1ra, hogy szabadon felfedezz\u00e9k a k\u00e9pess\u00e9geit, mik\u00f6zben betartj\u00e1k az etikus felhaszn\u00e1l\u00e1si ir\u00e1nyelveket.<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>A Safari m\u00e9g nem t\u00e1mogatott. Az Janus Pro WebGPU egy \u00e9lvonalbeli alkalmaz\u00e1s, amelyet a b\u00f6ng\u00e9sz\u0151n bel\u00fcli egys\u00e9ges multimod\u00e1lis meg\u00e9rt\u00e9sre \u00e9s gener\u00e1l\u00e1sra terveztek. Kihaszn\u00e1lja az Janus-Pro-1B modellt, amely egy autoregressz\u00edv keretrendszer, amelyet sz\u00f6veges \u00e9s k\u00e9pi bemenetek \u00e9s kimenetek kezel\u00e9s\u00e9re fejlesztettek ki, \u00edgy sokoldal\u00fa eszk\u00f6z a k\u00fcl\u00f6nf\u00e9le mesters\u00e9ges intelligencia feladatokhoz. Az Janus Pro WebGPU beszerz\u00e9s\u00e9nek \u00e1ttekint\u00e9se\u2026<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-842","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/pages\/842","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/comments?post=842"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/pages\/842\/revisions"}],"predecessor-version":[{"id":844,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/pages\/842\/revisions\/844"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/media?parent=842"}],"curies":[{"name":"munkaf\u00fczet","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}