{"id":8217,"date":"2023-03-19T18:47:31","date_gmt":"2023-03-19T17:47:31","guid":{"rendered":"https:\/\/www.mathweb.fr\/euclide\/?p=8217"},"modified":"2023-03-19T18:49:25","modified_gmt":"2023-03-19T17:49:25","slug":"jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images","status":"publish","type":"post","link":"https:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/","title":{"rendered":"J&rsquo;ai test\u00e9 Stable Diffusion sous Windows, l&rsquo;IA qui cr\u00e9e des images"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Stable Diffusion est une IA qui cr\u00e9\u00e9e des images \u00e0 partir, entre autres, de descriptifs. Je l&rsquo;ai test\u00e9 sous Windows&#8230;<\/p>\n\n\n\n<!--more-->\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Au menu sur cette page...<\/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:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/#Linstallation_de_Stable_diffusion_sous_Windows\" >L&rsquo;installation de Stable diffusion sous Windows<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/#Stable_diffusion_sous_Windows_ce_quil_faut_avant_tout_savoir\" >Stable diffusion sous Windows: ce qu&rsquo;il faut avant tout savoir<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/#Quelques_essais_de_Stable_Diffusion_sous_Windows\" >Quelques essais de Stable Diffusion sous Windows<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/#Evariste_Galois\" >\u00c9variste Galois<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.mathweb.fr\/euclide\/2023\/03\/19\/jai-teste-stable-diffusion-sous-windows-lia-qui-cree-des-images\/#Un_hypercube_dans_lespace\" >Un hypercube dans l&rsquo;espace<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Linstallation_de_Stable_diffusion_sous_Windows\"><\/span>L&rsquo;installation de Stable diffusion sous Windows<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00e9j\u00e0, pour installer Stable diffusion sous Windows avec un CPU AMD, c&rsquo;est chaud bouillant&#8230; car la distribution n&rsquo;est a priori nativement pas faite pour \u00e7a&#8230; Mais il existe une version qui permet cette installation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apr\u00e8s de multiples tentatives infructueuses (IA qu ne fonctionne pas), je suis tomb\u00e9 sur ce tutoriel tr\u00e8s bien fait :<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><a href=\"https:\/\/gist.github.com\/reid3333\/541fab0eb29d4c9558de748ef91a8238\">https:\/\/gist.github.com\/reid3333\/541fab0eb29d4c9558de748ef91a8238<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cela n\u00e9cessite tout de m\u00eame d&rsquo;aimer la petite bidouille informatique (mais pas grand-chose au final).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Et donc, apr\u00e8s plusieurs heures pass\u00e9es devant mon \u00e9cran \u00e0 essayer ne serait-ce que d&rsquo;obtenir un petit chaton tout mignon, tout fonctionne!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Je ne suis pas un connaisseur et j&rsquo;ai donc eu pas mal de mal \u00e0 prendre en main cette intelligence artificielle&#8230;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stable_diffusion_sous_Windows_ce_quil_faut_avant_tout_savoir\"><\/span>Stable diffusion sous Windows: ce qu&rsquo;il faut avant tout savoir<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Python est essentiel. Il faut donc installer une distribution (3.10 minimum).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ensuite, il faut qu&rsquo;il y ait un \u00ab\u00a0mod\u00e8le\u00a0\u00bb qui va permetre de construire des images. Tout est bien expliqu\u00e9 et l&rsquo;installation dont le lien est mis ci-dessus en installe un par d\u00e9faut (<em>v1-5-pruned-emaonly.safetensors<\/em>). Il existe d&rsquo;autres mod\u00e8les, sans doute permettant d&rsquo;obtenir des images de meilleurs rendus&#8230; J&rsquo;en ai t\u00e9l\u00e9charg\u00e9 un ou deux de plus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais ce qu&rsquo;il faut savoir aussi est qu&rsquo;avec un ordinateur de base (de bureautique), la cr\u00e9ation d&rsquo;images met tr\u00e8s longtemps.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Par exemple, pour une image 1024 x 1024, \u00e7a a mis plusieurs heures&#8230;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">J&rsquo;ai personnellement un Processeur AMD Ryzen 5 3500U with Radeon Vega Mobile Gfx, 2100&nbsp;MHz, 4 c\u0153ur(s), 8 processeur(s) logique(s) avec 8 Mo de RAM, et ce n&rsquo;est a priori pas suffisant pour cr\u00e9er une image rapidement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Quelques_essais_de_Stable_Diffusion_sous_Windows\"><\/span>Quelques essais de Stable Diffusion sous Windows<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Evariste_Galois\"><\/span>\u00c9variste Galois<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Mon premier essai concerne le math\u00e9maticien fran\u00e7ais <a href=\"https:\/\/fr.wikipedia.org\/wiki\/%C3%89variste_Galois\" target=\"_blank\" rel=\"noreferrer noopener\">\u00c9variste Galois<\/a>. Voici le r\u00e9sultat:<\/p>\n\n\n<div class=\"wp-block-image wp-duotone-unset-1\">\n<figure class=\"aligncenter size-medium\"><a href=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211.png\" data-fancybox=\"gallery\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211-300x300.png\" alt=\"Evariste Galois obtenu par IA Stable Diffusion\" class=\"wp-image-8220\" srcset=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211-300x300.png 300w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211-160x160.png 160w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211-150x150.png 150w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00002-1432734211.png 496w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">\u00c9variste Galois, vu par Stable Diffusion avec un certain model<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"is-style-default wp-block-paragraph\">On est bien loin du croquis que l&rsquo;on conna\u00eet du math\u00e9maticien. Il est vrai que je n&rsquo;ai pas utilis\u00e9 le mod\u00e8le par d\u00e9faut&#8230; Rectifions donc cela:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour obtenir ces images, il a fallu utiliser un descriptif, que voici:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium\"><a href=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211.png\" data-fancybox=\"gallery\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211-300x300.png\" alt=\"\" class=\"wp-image-8221\" srcset=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211-300x300.png 300w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211-160x160.png 160w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211-150x150.png 150w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/00003-1432734211.png 496w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">Evariste Galois obtenu avec Stable Diffusion et pour mod\u00e8le <em>pruned-emaonly<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<pre class=\"wp-block-code\"><code>(((french mathematician evariste galois))), (blond hair), (full body), (about 19 years old), (wearing 19th century style shirt and black 19th century style pants), face in profile, (green field), blue sky, 4K, HDR<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Les parenth\u00e8ses, d&rsquo;apr\u00e8s ce que j&rsquo;ai compris, donnent les diverses priorit\u00e9s.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Un_hypercube_dans_lespace\"><\/span>Un hypercube dans l&rsquo;espace<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Comme la g\u00e9n\u00e9ration est tr\u00e8s longue en local, j&rsquo;ai d\u00e9cid\u00e9 d&rsquo;aller sur le site: <a href=\"https:\/\/stablediffusion.fr\/france\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/stablediffusion.fr\/france<\/a>, o\u00f9 la g\u00e9n\u00e9ration est bien plus rapide !<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Et voil\u00e0 un bel hypercube dans l&rsquo;espace pour notre IA:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium\"><a href=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube.png\" data-fancybox=\"gallery\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube-300x300.png\" alt=\"hypercube\" class=\"wp-image-8222\" srcset=\"https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube-300x300.png 300w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube-160x160.png 160w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube-150x150.png 150w, https:\/\/www.mathweb.fr\/euclide\/wp-content\/uploads\/2023\/03\/hypercube.png 512w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">Un hypercube dans l&rsquo;espace pour une IA<\/figcaption><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Stable Diffusion est une IA qui cr\u00e9\u00e9e des images \u00e0 partir, entre autres, de descriptifs. Je l&rsquo;ai test\u00e9 sous Windows&#8230;<\/p>\n","protected":false},"author":1,"featured_media":8223,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[334],"class_list":["post-8217","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-informatique","tag-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>J&#039;ai test\u00e9 Stable Diffusion sous Windows, l&#039;IA qui cr\u00e9e des images<\/title>\n<meta name=\"description\" content=\"J&#039;ai test\u00e9 Stable Diffusion sous Windows, une IA qui cr\u00e9e des images \u00e0 partir, entre autres, de descriptifs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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