{"id":1207209,"date":"2023-11-29T16:20:22","date_gmt":"2023-11-29T21:20:22","guid":{"rendered":"https:\/\/www.prime-wow.com\/?p=1207209"},"modified":"2023-11-29T16:20:22","modified_gmt":"2023-11-29T21:20:22","slug":"stable-diffusion-turbo-xl-can-generate-ai-images-as-fast-as-you-can-type","status":"publish","type":"post","link":"https:\/\/www.prime-wow.com\/?p=1207209","title":{"rendered":"Stable Diffusion Turbo XL can generate AI images as fast as you can type"},"content":{"rendered":"
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\n \"Example<\/p>\n

Enlarge<\/a> \/<\/span> Example images generated using Stable Diffusion XL Turbo. (credit: Stable Diffusion XL Turbo \/ Benj Edwards)<\/p>\n<\/figure>\n

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On Tuesday, Stability AI launched Stable Diffusion XL Turbo<\/a>, an AI image-synthesis model that can rapidly generate imagery based on a written prompt. So rapidly, in fact, that the company is billing it as “real-time” image generation, since it can also quickly transform images from a source, such as a webcam<\/a>, quickly.<\/p>\n

SDXL Turbo’s primary innovation lies in its ability to produce image outputs in a single step, a significant reduction from the 20\u201350 steps required by its predecessor. Stability attributes this leap in efficiency to a technique it calls Adversarial Diffusion Distillation<\/a> (ADD). ADD uses score distillation, where the model learns from existing image-synthesis models, and adversarial loss, which enhances the model’s ability to differentiate between real and generated images, improving the realism of the output.<\/p>\n

Stability detailed the model’s inner workings in a research paper<\/a> released Tuesday that focuses on the ADD technique. One of the claimed advantages of SDXL Turbo is its similarity to Generative Adversarial Networks<\/a> (GANs), especially in producing single-step image outputs.<\/p>\n<\/div>\n

Read 6 remaining paragraphs<\/a> | Comments<\/a><\/p>\n


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\nSource: Ars Technica – Stable Diffusion Turbo XL can generate AI images as fast as you can type<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Enlarge \/ Example images generated using Stable Diffusion XL Turbo. (credit: Stable Diffusion XL Turbo \/ Benj Edwards) On Tuesday, Stability AI launched Stable Diffusion XL Turbo, an AI image-synthesis model that can rapidly generate imagery based on a written … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1207210,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,110],"tags":[73],"class_list":["post-1207209","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ars-technica","category-unfiltered-rss","tag-ars-technica"],"_links":{"self":[{"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/posts\/1207209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1207209"}],"version-history":[{"count":0,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/posts\/1207209\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=\/wp\/v2\/media\/1207210"}],"wp:attachment":[{"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1207209"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1207209"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prime-wow.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1207209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}