{"id":66,"date":"2025-04-06T15:51:17","date_gmt":"2025-04-06T15:51:17","guid":{"rendered":"https:\/\/savannainc.ca\/?p=66"},"modified":"2025-06-15T18:28:08","modified_gmt":"2025-06-15T18:28:08","slug":"microsoft-azure-models","status":"publish","type":"post","link":"https:\/\/savannainc.ca\/?p=66","title":{"rendered":"Microsoft Azure Models"},"content":{"rendered":"\n<p>In Microsoft Azure, when using Azure OpenAI Service, the available (allowed) models are based on what Microsoft has approved for enterprise and responsible AI use. Here&#8217;s a general overview of the allowed models as of early 2024:<\/p>\n\n\n\n<p>Allowed Model Families in Azure OpenAI Service<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>GPT-4<\/li>\n<\/ol>\n\n\n\n<p>gpt-4<\/p>\n\n\n\n<p>gpt-4-32k<\/p>\n\n\n\n<p>gpt-4-turbo (more efficient, cheaper version of GPT-4)<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>GPT-3.5<\/li>\n<\/ol>\n\n\n\n<p>gpt-35-turbo (also written as gpt-3.5-turbo)<\/p>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Codex<\/li>\n<\/ol>\n\n\n\n<p>code-davinci-002 (for code generation tasks)<\/p>\n\n\n\n<p>code-cushman-001 (lighter Codex model)<\/p>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>Embedding Models<\/li>\n<\/ol>\n\n\n\n<p>text-embedding-ada-002 (used for vector embedding, semantic search, etc.)<\/p>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>DALL\u00b7E Models (image generation)<\/li>\n<\/ol>\n\n\n\n<p>dall-e (for image generation and editing)<\/p>\n\n\n\n<p>Model Deployment in Azure<\/p>\n\n\n\n<p>In Azure, you deploy a model to a resource (like a specific region), and then use an endpoint to make API calls.<\/p>\n\n\n\n<p>Not all models are available in every region.<\/p>\n\n\n\n<p>You can choose the model version when creating a deployment (e.g., gpt-35-turbo vs. gpt-4).<\/p>\n\n\n\n<p>Model Naming Convention (Azure)<\/p>\n\n\n\n<p>Azure uses slightly different model names than OpenAI. Examples:<\/p>\n\n\n\n<p>OpenAI&#8217;s gpt-4 = Azure&#8217;s gpt-4<\/p>\n\n\n\n<p>OpenAI&#8217;s text-embedding-ada-002 = Azure&#8217;s text-embedding-ada-002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Microsoft Azure, when using Azure OpenAI Service, the available (allowed) models are based on what Microsoft has approved for enterprise and responsible AI use&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-66","post","type-post","status-publish","format-standard","hentry","category-data-science"],"_links":{"self":[{"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/posts\/66","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savannainc.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=66"}],"version-history":[{"count":1,"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/posts\/66\/revisions"}],"predecessor-version":[{"id":67,"href":"https:\/\/savannainc.ca\/index.php?rest_route=\/wp\/v2\/posts\/66\/revisions\/67"}],"wp:attachment":[{"href":"https:\/\/savannainc.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=66"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savannainc.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=66"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savannainc.ca\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=66"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}