{"id":2062,"date":"2025-08-21T10:32:03","date_gmt":"2025-08-21T08:32:03","guid":{"rendered":"https:\/\/techlance.ddns.net\/?p=2062"},"modified":"2025-08-21T10:33:07","modified_gmt":"2025-08-21T08:33:07","slug":"openain-gpt-oss-mallit-azure-container-appsin-serverittomilla-gpuilla","status":"publish","type":"post","link":"https:\/\/techlance.ddns.net\/en\/openain-gpt-oss-mallit-azure-container-appsin-serverittomilla-gpuilla\/","title":{"rendered":"OpenAI:n gpt-oss-mallit Azure Container Appsin serveritt\u00f6mill\u00e4 GPU:illa"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><a class=\"\" href=\"https:\/\/techcommunity.microsoft.com\/t5\/apps-on-azure-blog\/open-ai-s-gpt-oss-models-on-azure-container-apps-serverless-gpus\/ba-p\/4440836\">Linkki alkuper\u00e4iseen artikkeliin<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI julkaisi eilen kaksi uutta huipputason avointa kielimallia: <strong>gpt-oss-120b<\/strong> ja <strong>gpt-oss-20b<\/strong>. N\u00e4m\u00e4 mallit on suunniteltu toimimaan kevyemmill\u00e4 GPU-resursseilla, mik\u00e4 tekee niist\u00e4 helposti saavutettavia kehitt\u00e4jille, jotka haluavat itse is\u00e4nn\u00f6id\u00e4 tehokkaita kielimalleja omissa ymp\u00e4rist\u00f6iss\u00e4\u00e4n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Azure Container Appsin <strong>serveritt\u00f6m\u00e4t GPU:t<\/strong> tarjoavat kustannustehokkaan ja skaalautuvan alustan n\u00e4iden mallien pilvik\u00e4ytt\u00f6\u00f6n \u2013 ilman raskasta infrastruktuurin hallintaa.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Miksi k\u00e4ytt\u00e4\u00e4 Azure Container Appsin serveritt\u00f6mi\u00e4 GPU:ita?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Azure Container Apps on t\u00e4ysin hallittu, serverless-konttialusta, joka yksinkertaistaa konttipohjaisten sovellusten k\u00e4ytt\u00f6\u00f6nottoa ja hallintaa. GPU-tuen my\u00f6t\u00e4 kehitt\u00e4j\u00e4t voivat tuoda omat konttinsa ja suorittaa ne GPU-ymp\u00e4rist\u00f6ss\u00e4, joka skaalaa automaattisesti k\u00e4yt\u00f6n mukaan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Keskeiset hy\u00f6dyt:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udd04 <strong>Autoskaalaus<\/strong> \u2013 skaalautuu nollaan, kun ei ole k\u00e4ytt\u00f6\u00e4, ja kasvaa tarpeen mukaan<\/li>\n\n\n\n<li>\u23f1 <strong>Sekuntipohjainen laskutus<\/strong> \u2013 maksat vain k\u00e4ytetyst\u00e4 laskennasta<\/li>\n\n\n\n<li>\u26a1 <strong>Helppok\u00e4ytt\u00f6isyys<\/strong> \u2013 nopeuttaa kehitt\u00e4jien ty\u00f6skentely\u00e4, tuo mink\u00e4 tahansa kontin pilveen<\/li>\n\n\n\n<li>\ud83d\udee0 <strong>Ei infrastruktuurin hallintaa<\/strong> \u2013 keskity malliin ja sovellukseen<\/li>\n\n\n\n<li>\ud83c\udfe2 <strong>Yritystason ominaisuudet<\/strong> \u2013 tuki yksityisille verkoille, hallituille identiteeteille ja tietosuojalle<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Oikean mallin valinta<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>gpt-oss-120b<\/strong>\n<ul class=\"wp-block-list\">\n<li>Verrattavissa OpenAI:n <em>gpt-o4-mini<\/em> -malliin<\/li>\n\n\n\n<li>Sopii korkean suorituskyvyn ty\u00f6kuormiin ja vaativaan p\u00e4\u00e4ttelyyn<\/li>\n\n\n\n<li>Toimii A100 GPU:illa Azure Container Appsissa<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>gpt-oss-20b<\/strong>\n<ul class=\"wp-block-list\">\n<li>Verrattavissa <em>gpt-o3-mini<\/em> -malliin<\/li>\n\n\n\n<li>Soveltuu kustannustehokkaisiin pienempiin kielimallipohjaisiin sovelluksiin<\/li>\n\n\n\n<li>Toimii edullisesti T4 GPU:illa tai nopeammin A100 GPU:illa<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">K\u00e4ytt\u00f6\u00f6notto Azure Container Appsissa<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kehitt\u00e4j\u00e4t voivat ottaa gpt-oss-mallit k\u00e4ytt\u00f6\u00f6n Azure Container Appsin kautta helposti Ollama-konttia hy\u00f6dynt\u00e4en:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Luo Container App Azure-portaalissa<\/li>\n\n\n\n<li>Valitse oikea alue GPU-tyypin mukaan (A100 tai T4)<\/li>\n\n\n\n<li>Konfiguroi kontti (ollama\/ollama:latest) ja ota GPU-tuki k\u00e4ytt\u00f6\u00f6n<\/li>\n\n\n\n<li>Ota Ingress k\u00e4ytt\u00f6\u00f6n liikennett\u00e4 varten<\/li>\n\n\n\n<li>K\u00e4ynnist\u00e4 resurssi ja suorita malli Ollaman komennoilla<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Muutamassa vaiheessa kehitt\u00e4j\u00e4t voivat ajaa joko <strong>gpt-oss-120b<\/strong>&#8211; tai <strong>gpt-oss-20b<\/strong>-mallia t\u00e4ysin skaalautuvassa ymp\u00e4rist\u00f6ss\u00e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Miksi t\u00e4m\u00e4 on merkitt\u00e4v\u00e4\u00e4?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI:n gpt-oss-mallien saatavuus Azure Container Appsin serveritt\u00f6mill\u00e4 GPU:illa avaa ovet:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>avoimien, tehokkaiden kielimallien kustannustehokkaaseen k\u00e4ytt\u00f6\u00f6n<\/li>\n\n\n\n<li>kehitt\u00e4jille, jotka haluavat hallita itse mallien is\u00e4nn\u00f6inti\u00e4<\/li>\n\n\n\n<li>yrityksille, jotka tarvitsevat joustavuutta ja tietoturvaa omissa AI-sovelluksissaan<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>OpenAI:n gpt-oss-mallit ja Azure Container Apps yhdess\u00e4<\/strong> tuovat skaalautuvan, kustannustehokkaan ja helposti hallittavan tavan hy\u00f6dynt\u00e4\u00e4 uusimman sukupolven avoimia kielimalleja \u2013 ilman raskaita infrastruktuuri-investointeja.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-techlance wp-block-embed-techlance\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"4o4IgOZdYx\"><a href=\"https:\/\/techlance.ddns.net\/en\/contact-us\/\">Contact information<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8221;Yhteystiedot&#8221; &#8212; Techlance\" src=\"https:\/\/techlance.ddns.net\/contact-us\/embed\/#?secret=vPZVVy6NBh#?secret=4o4IgOZdYx\" data-secret=\"4o4IgOZdYx\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Linkki alkuper\u00e4iseen artikkeliin OpenAI julkaisi eilen kaksi uutta huipputason avointa kielimallia: gpt-oss-120b ja gpt-oss-20b. N\u00e4m\u00e4 mallit on suunniteltu toimimaan kevyemmill\u00e4 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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