{"id":1800,"date":"2026-01-06T19:34:10","date_gmt":"2026-01-06T17:34:10","guid":{"rendered":"https:\/\/dkouzas.sites.sch.gr\/?p=1800"},"modified":"2026-01-06T19:34:17","modified_gmt":"2026-01-06T17:34:17","slug":"stable-diffusion-%ce%b3%ce%b9%ce%b1-%ce%b5%ce%ba%cf%80%ce%b1%ce%b9%ce%b4%ce%b5%cf%85%cf%84%ce%b9%ce%ba%ce%bf%cf%8d%cf%82-%ce%bf%ce%b4%ce%b7%ce%b3%cf%8c%cf%82-%ce%b5%ce%b3%ce%ba%ce%b1%cf%84%ce%ac","status":"publish","type":"post","link":"https:\/\/dkouzas.sites.sch.gr\/?p=1800","title":{"rendered":"Stable Diffusion \u03b3\u03b9\u03b1 \u03b5\u03ba\u03c0\u03b1\u03b9\u03b4\u03b5\u03c5\u03c4\u03b9\u03ba\u03bf\u03cd\u03c2: \u03bf\u03b4\u03b7\u03b3\u03cc\u03c2 \u03b5\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1\u03c2 \u03b5\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd (\u03bc\u03b5 LoRA)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u03a3\u03c4\u03b7\u03bd \u03b5\u03c0\u03bf\u03c7\u03ae \u03c4\u03b7\u03c2 \u03c8\u03b7\u03c6\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1\u03c2, \u03b7 \u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae \u039d\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7 (AI) \u03bc\u03b1\u03c2 \u03b4\u03af\u03bd\u03b5\u03b9 \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03c0\u03bf\u03c5 \u03c0\u03c1\u03b9\u03bd \u03bb\u03af\u03b3\u03b1 \u03c7\u03c1\u03cc\u03bd\u03b9\u03b1 \u03c6\u03ac\u03bd\u03c4\u03b1\u03b6\u03b1\u03bd \u03b5\u03c0\u03b9\u03c3\u03c4\u03b7\u03bc\u03bf\u03bd\u03b9\u03ba\u03ae \u03c6\u03b1\u03bd\u03c4\u03b1\u03c3\u03af\u03b1. \u0388\u03bd\u03b1 \u03b1\u03c0\u03cc \u03c4\u03b1 \u03c0\u03b9\u03bf \u03b9\u03c3\u03c7\u03c5\u03c1\u03ac \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03c4\u03bf <strong>Stable<\/strong><strong> Diffusion<\/strong>, \u03c4\u03bf \u03bf\u03c0\u03bf\u03af\u03bf \u03bc\u03b1\u03c2 \u03b5\u03c0\u03b9\u03c4\u03c1\u03ad\u03c0\u03b5\u03b9 \u03cc\u03c7\u03b9 \u03bc\u03cc\u03bd\u03bf \u03bd\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03bf\u03cd\u03bc\u03b5 \u03b5\u03b9\u03ba\u03cc\u03bd\u03b5\u03c2 \u03b1\u03c0\u03cc \u03c4\u03bf \u03bc\u03b7\u03b4\u03ad\u03bd, \u03b1\u03bb\u03bb\u03ac \u03ba\u03b1\u03b9 \u03bd\u03b1 &#8220;\u03b5\u03ba\u03c0\u03b1\u03b9\u03b4\u03b5\u03cd\u03bf\u03c5\u03bc\u03b5&#8221; \u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae \u03bd\u03b1 \u03b1\u03bd\u03b1\u03b3\u03bd\u03c9\u03c1\u03af\u03b6\u03b5\u03b9 \u03b4\u03b9\u03ba\u03ac \u03bc\u03b1\u03c2 \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03b1 \u03ae \u03b1\u03bd\u03c4\u03b9\u03ba\u03b5\u03af\u03bc\u03b5\u03bd\u03b1 (\u03bc\u03ad\u03c3\u03c9 \u03c4\u03b7\u03c2 \u03c4\u03b5\u03c7\u03bd\u03b9\u03ba\u03ae\u03c2 LoRA).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a3\u03b5 \u03b1\u03c5\u03c4\u03cc \u03c4\u03bf \u03ac\u03c1\u03b8\u03c1\u03bf, \u03b8\u03b1 \u03b4\u03bf\u03cd\u03bc\u03b5 \u03b2\u03ae\u03bc\u03b1-\u03c0\u03c1\u03bf\u03c2-\u03b2\u03ae\u03bc\u03b1 \u03c0\u03ce\u03c2 \u03bc\u03c0\u03bf\u03c1\u03b5\u03af\u03c4\u03b5 \u03bd\u03b1 \u03b5\u03b3\u03ba\u03b1\u03c4\u03b1\u03c3\u03c4\u03ae\u03c3\u03b5\u03c4\u03b5 \u03b1\u03c5\u03c4\u03ac \u03c4\u03b1 \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03c3\u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae \u03c3\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03bd\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03ae\u03c3\u03b5\u03c4\u03b5 \u03c4\u03b9\u03c2 \u03b4\u03b9\u03ba\u03ad\u03c2 \u03c3\u03b1\u03c2 \u03bc\u03bf\u03bd\u03b1\u03b4\u03b9\u03ba\u03ad\u03c2 \u03c3\u03c5\u03bd\u03b8\u03ad\u03c3\u03b5\u03b9\u03c2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u039c\u03ad\u03c1\u03bf\u03c2 1: \u03a4\u03b9 \u03b8\u03b1 \u03c7\u03c1\u03b5\u03b9\u03b1\u03c3\u03c4\u03bf\u03cd\u03bc\u03b5 (\u0391\u03c0\u03b1\u03b9\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u03a3\u03c5\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0397 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1 \u03b1\u03c5\u03c4\u03ae \u03b3\u03af\u03bd\u03b5\u03c4\u03b1\u03b9 <strong>\u03c4\u03bf\u03c0\u03b9\u03ba\u03ac (<\/strong><strong>local<\/strong><strong>)<\/strong> \u03c3\u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae \u03bc\u03b1\u03c2, \u03ba\u03ac\u03c4\u03b9 \u03c0\u03bf\u03c5 \u03bc\u03b1\u03c2 \u03c0\u03c1\u03bf\u03c3\u03c6\u03ad\u03c1\u03b5\u03b9 \u03b9\u03b4\u03b9\u03c9\u03c4\u03b9\u03ba\u03cc\u03c4\u03b7\u03c4\u03b1 \u03ba\u03b1\u03b9 \u03bc\u03b7\u03b4\u03b5\u03bd\u03b9\u03ba\u03cc \u03ba\u03cc\u03c3\u03c4\u03bf\u03c2, \u03b1\u03bb\u03bb\u03ac \u03b1\u03c0\u03b1\u03b9\u03c4\u03b5\u03af \u03b9\u03c3\u03c7\u03c5\u03c1\u03cc \u03c5\u03bb\u03b9\u03ba\u03cc.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u039b\u03b5\u03b9\u03c4\u03bf\u03c5\u03c1\u03b3\u03b9\u03ba\u03cc:<\/strong> Windows 10 \u03ae 11.<\/li>\n\n\n\n<li><strong>\u039a\u03ac\u03c1\u03c4\u03b1 \u0393\u03c1\u03b1\u03c6\u03b9\u03ba\u03ce\u03bd (GPU<\/strong><strong>):<\/strong> \u0391\u03c0\u03b1\u03c1\u03b1\u03af\u03c4\u03b7\u03c4\u03b1 <strong>NVIDIA<\/strong> (\u03c3\u03b5\u03b9\u03c1\u03ac RTX 3060 \u03ae \u03ba\u03b1\u03bb\u03cd\u03c4\u03b5\u03c1\u03b7 \u03c0\u03c1\u03bf\u03c4\u03b5\u03af\u03bd\u03b5\u03c4\u03b1\u03b9).<\/li>\n\n\n\n<li><strong>\u039c\u03bd\u03ae\u03bc\u03b7 VRAM<\/strong><strong>:<\/strong> \u03a4\u03bf\u03c5\u03bb\u03ac\u03c7\u03b9\u03c3\u03c4\u03bf\u03bd <strong>8<\/strong><strong>GB<\/strong> (\u03b3\u03b9\u03b1 \u03b5\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd) \u03ae 4GB (\u03bc\u03cc\u03bd\u03bf \u03b3\u03b9\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u03b5\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd).<\/li>\n\n\n\n<li><strong>\u03a7\u03ce\u03c1\u03bf\u03c2 \u03c3\u03c4\u03bf \u0394\u03af\u03c3\u03ba\u03bf:<\/strong> \u03a4\u03bf\u03c5\u03bb\u03ac\u03c7\u03b9\u03c3\u03c4\u03bf\u03bd <strong>50<\/strong><strong>GB<\/strong> \u03b5\u03bb\u03b5\u03cd\u03b8\u03b5\u03c1\u03b1 (\u03c4\u03b1 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03bc\u03b5\u03b3\u03ac\u03bb\u03b1 \u03b1\u03c1\u03c7\u03b5\u03af\u03b1).<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u039c\u03ad\u03c1\u03bf\u03c2 2: \u0397 \u0395\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7 (\u0395\u03cd\u03ba\u03bf\u03bb\u03bf\u03c2 \u03a4\u03c1\u03cc\u03c0\u03bf\u03c2)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0398\u03b1 \u03c7\u03c1\u03b7\u03c3\u03b9\u03bc\u03bf\u03c0\u03bf\u03b9\u03ae\u03c3\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf <strong>Stability<\/strong><strong> Matrix<\/strong>, \u03ad\u03bd\u03b1 \u03bb\u03bf\u03b3\u03b9\u03c3\u03bc\u03b9\u03ba\u03cc \u03b4\u03b9\u03b1\u03c7\u03b5\u03af\u03c1\u03b9\u03c3\u03b7\u03c2 \u03c0\u03bf\u03c5 \u03b1\u03c5\u03c4\u03bf\u03bc\u03b1\u03c4\u03bf\u03c0\u03bf\u03b9\u03b5\u03af \u03c4\u03b7\u03bd \u03b5\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7 \u03cc\u03bb\u03c9\u03bd \u03c4\u03c9\u03bd \u03b1\u03c0\u03b1\u03c1\u03b1\u03af\u03c4\u03b7\u03c4\u03c9\u03bd \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03c9\u03bd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0392\u03ae\u03bc\u03b1 1: \u039b\u03ae\u03c8\u03b7 \u039b\u03bf\u03b3\u03b9\u03c3\u03bc\u03b9\u03ba\u03bf\u03cd<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u0395\u03c0\u03b9\u03c3\u03ba\u03b5\u03c6\u03b8\u03b5\u03af\u03c4\u03b5 \u03c4\u03b7 \u03c3\u03b5\u03bb\u03af\u03b4\u03b1 \u03c4\u03bf\u03c5 <a href=\"https:\/\/github.com\/LykosAI\/StabilityMatrix\" target=\"_blank\" rel=\"noopener\">Stability Matrix \u03c3\u03c4\u03bf GitHub<\/a>.<\/li>\n\n\n\n<li>\u03a3\u03c4\u03b7\u03bd \u03b5\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1 &#8220;Assets&#8221;, \u03ba\u03b1\u03c4\u03b5\u03b2\u03ac\u03c3\u03c4\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf StabilityMatrix-win-x64.zip.<\/li>\n\n\n\n<li>\u0391\u03c0\u03bf\u03c3\u03c5\u03bc\u03c0\u03b9\u03ad\u03c3\u03c4\u03b5 \u03c4\u03bf \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf \u03ba\u03b1\u03b9 \u03c4\u03c1\u03ad\u03be\u03c4\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf StabilityMatrix.exe.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0392\u03ae\u03bc\u03b1 2: \u03a0\u03c1\u03cc\u03bb\u03b7\u03c8\u03b7 \u03a3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd \u0394\u03b9\u03ba\u03c4\u03cd\u03bf\u03c5<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a0\u03c1\u03b9\u03bd \u03c0\u03c1\u03bf\u03c7\u03c9\u03c1\u03ae\u03c3\u03b5\u03c4\u03b5, \u03b3\u03b9\u03b1 \u03bd\u03b1 \u03b1\u03c0\u03bf\u03c6\u03cd\u03b3\u03b5\u03c4\u03b5 \u03ba\u03bf\u03bb\u03bb\u03ae\u03bc\u03b1\u03c4\u03b1 \u03ba\u03b1\u03c4\u03ac \u03c4\u03b7 \u03bb\u03ae\u03c8\u03b7 \u03c4\u03c9\u03bd \u03c0\u03b1\u03ba\u03ad\u03c4\u03c9\u03bd:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u0391\u03bd\u03bf\u03af\u03be\u03c4\u03b5 \u03bc\u03b9\u03b1 \u03b3\u03c1\u03b1\u03bc\u03bc\u03ae \u03b5\u03bd\u03c4\u03bf\u03bb\u03ce\u03bd (\u03c0\u03b1\u03c4\u03ae\u03c3\u03c4\u03b5 Windows key, \u03b3\u03c1\u03ac\u03c8\u03c4\u03b5 cmd, Enter).<\/li>\n\n\n\n<li>\u03a0\u03bb\u03b7\u03ba\u03c4\u03c1\u03bf\u03bb\u03bf\u03b3\u03ae\u03c3\u03c4\u03b5 \u03c4\u03b7\u03bd \u03b5\u03bd\u03c4\u03bf\u03bb\u03ae: git config &#8211;global &#8211;unset credential.helper<\/li>\n\n\n\n<li>\u03a0\u03b1\u03c4\u03ae\u03c3\u03c4\u03b5 Enter.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0392\u03ae\u03bc\u03b1 3: \u0395\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7 \u03a0\u03b1\u03ba\u03ad\u03c4\u03c9\u03bd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u039c\u03ad\u03c3\u03b1 \u03b1\u03c0\u03cc \u03c4\u03bf Stability Matrix (\u03ba\u03b1\u03c1\u03c4\u03ad\u03bb\u03b1 <strong>Packages<\/strong>), \u03c0\u03b1\u03c4\u03ae\u03c3\u03c4\u03b5 <strong>+ Add Package<\/strong> \u03ba\u03b1\u03b9 \u03b5\u03b3\u03ba\u03b1\u03c4\u03b1\u03c3\u03c4\u03ae\u03c3\u03c4\u03b5:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Stable<\/strong><strong> Diffusion<\/strong><strong> WebUI<\/strong> (Automatic1111): \u03a4\u03bf \u03c0\u03b5\u03c1\u03b9\u03b2\u03ac\u03bb\u03bb\u03bf\u03bd \u03b3\u03b9\u03b1 \u03c4\u03b7 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u03b5\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd.<\/li>\n\n\n\n<li><strong>Kohya<\/strong><strong>_ss<\/strong>: \u03a4\u03bf \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03bf \u03b3\u03b9\u03b1 \u03c4\u03b7\u03bd \u03b5\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7 \u03c4\u03c9\u03bd \u03b4\u03b9\u03ba\u03ce\u03bd \u03c3\u03b1\u03c2 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u26a0\ufe0f<\/strong><strong> \u0391\u03bd\u03c4\u03b9\u03bc\u03b5\u03c4\u03ce\u03c0\u03b9\u03c3\u03b7 \u039a\u03c1\u03af\u03c3\u03b9\u03bc\u03bf\u03c5 \u03a3\u03c6\u03ac\u03bb\u03bc\u03b1\u03c4\u03bf\u03c2 (Error<\/strong><strong> 128 \/ Repo<\/strong><strong> Not<\/strong><strong> Found<\/strong><strong>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u03a3\u0397\u039c\u0395\u0399\u03a9\u03a3\u0397: \u03a0\u03c1\u03cc\u03ba\u03b5\u03b9\u03c4\u03b1\u03b9 \u03b3\u03b9\u03b1 \u03c0\u03c1\u03bf\u03c3\u03c9\u03c1\u03b9\u03bd\u03ae \u03bb\u03cd\u03c3\u03b7 \u03bc\u03ad\u03c7\u03c1\u03b9 \u03bd\u03b1 \u03b2\u03b3\u03b5\u03b9 \u03b5\u03c0\u03af\u03c3\u03b7\u03bc\u03bf update<\/em><em>.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0391\u03bd \u03ba\u03b1\u03c4\u03ac \u03c4\u03b7\u03bd \u03b5\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7 \u03b4\u03b5\u03af\u03c4\u03b5 \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1 \u03cc\u03c4\u03b9 \u03b4\u03b5\u03bd \u03bc\u03c0\u03bf\u03c1\u03b5\u03af \u03bd\u03b1 \u03ba\u03b1\u03c4\u03b5\u03b2\u03ac\u03c3\u03b5\u03b9 \u03c4\u03bf stablediffusion (Error 404 \u03ae 128), \u03b1\u03c5\u03c4\u03cc \u03c3\u03c5\u03bc\u03b2\u03b1\u03af\u03bd\u03b5\u03b9 \u03b5\u03c0\u03b5\u03b9\u03b4\u03ae \u03b7 \u03b5\u03c0\u03af\u03c3\u03b7\u03bc\u03b7 \u03c3\u03b5\u03bb\u03af\u03b4\u03b1 \u03c3\u03c4\u03bf GitHub \u03b4\u03b9\u03b1\u03b3\u03c1\u03ac\u03c6\u03b7\u03ba\u03b5.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0397 \u039b\u03cd\u03c3\u03b7:<\/strong> \u03a0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03b1\u03bb\u03bb\u03ac\u03be\u03bf\u03c5\u03bc\u03b5 \u03c7\u03b5\u03b9\u03c1\u03bf\u03ba\u03af\u03bd\u03b7\u03c4\u03b1 \u03c4\u03b7 \u03b4\u03b9\u03b5\u03cd\u03b8\u03c5\u03bd\u03c3\u03b7 \u03c3\u03b5 \u03ad\u03bd\u03b1 \u03b1\u03c1\u03c7\u03b5\u03af\u03bf Python.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u03a0\u03b7\u03b3\u03b1\u03af\u03bd\u03b5\u03c4\u03b5 \u03c3\u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf \u03b5\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7\u03c2: &#8230;\\Data\\Packages\\Stable Diffusion WebUI\\modules\\<\/li>\n\n\n\n<li>\u0392\u03c1\u03b5\u03af\u03c4\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf <strong>launch<\/strong><strong>_utils<\/strong><strong>.py<\/strong>.<\/li>\n\n\n\n<li>\u039a\u03ac\u03bd\u03c4\u03b5 \u03b4\u03b5\u03be\u03af \u03ba\u03bb\u03b9\u03ba -> \u0386\u03bd\u03bf\u03b9\u03b3\u03bc\u03b1 \u03bc\u03b5 \u03a3\u03b7\u03bc\u03b5\u03b9\u03c9\u03bc\u03b1\u03c4\u03ac\u03c1\u03b9\u03bf (Notepad).<\/li>\n\n\n\n<li>\u03a0\u03b1\u03c4\u03ae\u03c3\u03c4\u03b5 Ctrl+F \u03ba\u03b1\u03b9 \u03c8\u03ac\u03be\u03c4\u03b5 \u03b3\u03b9\u03b1: STABLE_DIFFUSION_REPO.<\/li>\n\n\n\n<li>\u0398\u03b1 \u03b2\u03c1\u03b5\u03af\u03c4\u03b5 \u03b4\u03cd\u03bf \u03b3\u03c1\u03b1\u03bc\u03bc\u03ad\u03c2 \u03c0\u03bf\u03c5 \u03bc\u03bf\u03b9\u03ac\u03b6\u03bf\u03c5\u03bd \u03bc\u03b5 \u03b1\u03c5\u03c4\u03ad\u03c2:<\/li>\n\n\n\n<li>stable_diffusion_repo = os.environ.get(&#8216;STABLE_DIFFUSION_REPO&#8217;, &#8220;[https:\/\/github.com\/Stability-AI\/stablediffusion.git](https:\/\/github.com\/Stability-AI\/stablediffusion.git)&#8221;)<\/li>\n\n\n\n<li>stable_diffusion_commit_hash = os.environ.get(&#8216;STABLE_DIFFUSION_COMMIT_HASH&#8217;, &#8220;cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf&#8221;)<\/li>\n\n\n\n<li><strong>\u0391\u03bd\u03c4\u03b9\u03ba\u03b1\u03c4\u03b1\u03c3\u03c4\u03ae\u03c3\u03c4\u03b5<\/strong> \u03c4\u03b9\u03c2 \u03bc\u03b5 \u03c4\u03b9\u03c2 \u03c0\u03b1\u03c1\u03b1\u03ba\u03ac\u03c4\u03c9 (\u03c0\u03bf\u03c5 \u03b4\u03b5\u03af\u03c7\u03bd\u03bf\u03c5\u03bd \u03c3\u03b5 \u03b5\u03bd\u03b5\u03c1\u03b3\u03cc \u03b1\u03bd\u03c4\u03af\u03b3\u03c1\u03b1\u03c6\u03bf):<\/li>\n\n\n\n<li>stable_diffusion_repo = os.environ.get(&#8216;STABLE_DIFFUSION_REPO&#8217;, &#8220;[https:\/\/github.com\/Kantyadoram\/stable-diffusion-stability-ai.git](https:\/\/github.com\/Kantyadoram\/stable-diffusion-stability-ai.git)&#8221;)<\/li>\n\n\n\n<li>stable_diffusion_commit_hash = os.environ.get(&#8216;STABLE_DIFFUSION_COMMIT_HASH&#8217;, &#8220;7435a5be1050962a936a4ef624b43814ee8824a8&#8221;)<\/li>\n\n\n\n<li><strong>\u03a0\u03a1\u039f\u03a3\u039f\u03a7\u0397 \u03a3\u03a4\u0397 \u03a3\u03a4\u039f\u0399\u03a7\u0399\u03a3\u0397 (Indentation<\/strong><strong>):<\/strong> \u0392\u03b5\u03b2\u03b1\u03b9\u03c9\u03b8\u03b5\u03af\u03c4\u03b5 \u03cc\u03c4\u03b9 \u03bf\u03b9 \u03bd\u03ad\u03b5\u03c2 \u03b3\u03c1\u03b1\u03bc\u03bc\u03ad\u03c2 \u03ad\u03c7\u03bf\u03c5\u03bd \u03b1\u03ba\u03c1\u03b9\u03b2\u03ce\u03c2 \u03c4\u03b1 \u03af\u03b4\u03b9\u03b1 \u03ba\u03b5\u03bd\u03ac \u03c3\u03c4\u03b7\u03bd \u03b1\u03c1\u03c7\u03ae \u03bc\u03b5 \u03c4\u03b9\u03c2 \u03c5\u03c0\u03cc\u03bb\u03bf\u03b9\u03c0\u03b5\u03c2 \u03b5\u03bd\u03c4\u03bf\u03bb\u03ad\u03c2, \u03b1\u03bb\u03bb\u03b9\u03ce\u03c2 \u03c4\u03bf \u03c0\u03c1\u03cc\u03b3\u03c1\u03b1\u03bc\u03bc\u03b1 \u03b8\u03b1 \u03b2\u03b3\u03ac\u03bb\u03b5\u03b9 \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1 (IndentationError). \u03a0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03b1\u03c0\u03cc\u03bb\u03c5\u03c4\u03b1 \u03c3\u03c4\u03bf\u03b9\u03c7\u03b9\u03c3\u03bc\u03ad\u03bd\u03b5\u03c2 \u03ba\u03ac\u03b8\u03b5\u03c4\u03b1.<\/li>\n\n\n\n<li>\u0391\u03c0\u03bf\u03b8\u03b7\u03ba\u03b5\u03cd\u03c3\u03c4\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf \u03ba\u03b1\u03b9 \u03be\u03b1\u03bd\u03b1\u03c4\u03c1\u03ad\u03be\u03c4\u03b5 \u03c4\u03b7\u03bd \u03b5\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u03a0\u03b7\u03b3\u03ae \u03bb\u03cd\u03c3\u03b7\u03c2: <\/em><a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/issues\/17204#issuecomment-3662434500\" target=\"_blank\" rel=\"noopener\"><em>GitHub<\/em><em> Issues<\/em><em> &#8211; Automatic<\/em><em>1111<\/em><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u039c\u03ad\u03c1\u03bf\u03c2 3: \u03a0\u03c1\u03bf\u03b5\u03c4\u03bf\u03b9\u03bc\u03b1\u03c3\u03af\u03b1 \u0394\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd (Dataset<\/strong><strong>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0393\u03b9\u03b1 \u03bd\u03b1 \u03bc\u03ac\u03b8\u03b5\u03b9 \u03c4\u03bf AI \u03ad\u03bd\u03b1 \u03bd\u03ad\u03bf \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf (\u03c0.\u03c7. \u03ad\u03bd\u03b1\u03bd \u03c6\u03b1\u03bd\u03c4\u03b1\u03c3\u03c4\u03b9\u03ba\u03cc \u03c7\u03b1\u03c1\u03b1\u03ba\u03c4\u03ae\u03c1\u03b1, \u03c4\u03bf\u03bd &#8220;Captain X&#8221;), \u03c0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03c4\u03bf\u03c5 \u03b4\u03b5\u03af\u03be\u03bf\u03c5\u03bc\u03b5 \u03c0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u03a3\u03c5\u03bb\u03bb\u03bf\u03b3\u03ae:<\/strong> \u03a3\u03c5\u03b3\u03ba\u03b5\u03bd\u03c4\u03c1\u03ce\u03c3\u03c4\u03b5 15-20 \u03ba\u03b1\u03b8\u03b1\u03c1\u03ad\u03c2 \u03c6\u03c9\u03c4\u03bf\u03b3\u03c1\u03b1\u03c6\u03af\u03b5\u03c2 \u03c4\u03bf\u03c5 \u03b8\u03ad\u03bc\u03b1\u03c4\u03bf\u03c2.<\/li>\n\n\n\n<li><strong>\u0395\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1:<\/strong> \u03a7\u03c1\u03b7\u03c3\u03b9\u03bc\u03bf\u03c0\u03bf\u03b9\u03ae\u03c3\u03c4\u03b5 \u03c4\u03bf \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03bf <a href=\"https:\/\/www.birme.net\/\" target=\"_blank\" rel=\"noopener\">Birme.net<\/a> \u03b3\u03b9\u03b1 \u03bd\u03b1 \u03ba\u03cc\u03c8\u03b5\u03c4\u03b5 (crop) \u03cc\u03bb\u03b5\u03c2 \u03c4\u03b9\u03c2 \u03b5\u03b9\u03ba\u03cc\u03bd\u03b5\u03c2 \u03c3\u03b5 \u03b4\u03b9\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7 <strong>512<\/strong><strong>x<\/strong><strong>512 pixels<\/strong>.<\/li>\n\n\n\n<li><strong>\u039f\u03c1\u03b3\u03ac\u03bd\u03c9\u03c3\u03b7 \u03a6\u03b1\u03ba\u03ad\u03bb\u03c9\u03bd (\u039a\u03c1\u03af\u03c3\u03b9\u03bc\u03bf \u0392\u03ae\u03bc\u03b1):<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0394\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03ae\u03c3\u03c4\u03b5 \u03ad\u03bd\u03b1\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf \u03c3\u03c4\u03b7\u03bd \u0395\u03c0\u03b9\u03c6\u03ac\u03bd\u03b5\u03b9\u03b1 \u0395\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03bc\u03b5 \u03cc\u03bd\u03bf\u03bc\u03b1 Training_Data.<\/li>\n\n\n\n<li>\u039c\u03ad\u03c3\u03b1 \u03c3\u03b5 \u03b1\u03c5\u03c4\u03cc\u03bd, \u03c6\u03c4\u03b9\u03ac\u03be\u03c4\u03b5 \u03ad\u03bd\u03b1\u03bd \u03c5\u03c0\u03bf\u03c6\u03ac\u03ba\u03b5\u03bb\u03bf \u03bc\u03b5 \u03c3\u03c5\u03b3\u03ba\u03b5\u03ba\u03c1\u03b9\u03bc\u03ad\u03bd\u03b7 \u03bc\u03bf\u03c1\u03c6\u03ae \u03bf\u03bd\u03cc\u03bc\u03b1\u03c4\u03bf\u03c2: 20_captainX.\n<ul class=\"wp-block-list\">\n<li>\u03a4\u03bf 20 \u03b4\u03b7\u03bb\u03ce\u03bd\u03b5\u03b9 \u03c0\u03cc\u03c3\u03b5\u03c2 \u03c6\u03bf\u03c1\u03ad\u03c2 \u03b8\u03b1 &#8220;\u03bc\u03b5\u03bb\u03b5\u03c4\u03ae\u03c3\u03b5\u03b9&#8221; \u03c4\u03bf AI \u03ba\u03ac\u03b8\u03b5 \u03b5\u03b9\u03ba\u03cc\u03bd\u03b1.<\/li>\n\n\n\n<li>\u03a4\u03bf captainX \u03b5\u03af\u03bd\u03b1\u03b9 \u03b7 \u03bb\u03ad\u03be\u03b7-\u03ba\u03bb\u03b5\u03b9\u03b4\u03af (trigger word) \u03c0\u03bf\u03c5 \u03b8\u03b1 \u03c7\u03c1\u03b7\u03c3\u03b9\u03bc\u03bf\u03c0\u03bf\u03b9\u03b5\u03af\u03c4\u03b5.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u03a4\u03bf\u03c0\u03bf\u03b8\u03b5\u03c4\u03ae\u03c3\u03c4\u03b5 \u03c4\u03b9\u03c2 \u03c6\u03c9\u03c4\u03bf\u03b3\u03c1\u03b1\u03c6\u03af\u03b5\u03c2 \u039c\u0395\u03a3\u0391 \u03c3\u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf 20_captainX.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u039c\u03ad\u03c1\u03bf\u03c2 4: \u0397 \u0395\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7 \u03c4\u03bf\u03c5 \u039c\u03bf\u03bd\u03c4\u03ad\u03bb\u03bf\u03c5 (LoRA<\/strong><strong> vs<\/strong><strong> Dreambooth<\/strong><strong>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u03a0\u03a1\u039f\u03a3\u039f\u03a7\u0397:<\/strong> \u03a3\u03c4\u03bf Kohya \u03c5\u03c0\u03ac\u03c1\u03c7\u03bf\u03c5\u03bd \u03b4\u03cd\u03bf \u03ba\u03b1\u03c1\u03c4\u03ad\u03bb\u03b5\u03c2. \u0395\u03bc\u03b5\u03af\u03c2 \u03b8\u03ad\u03bb\u03bf\u03c5\u03bc\u03b5 \u03c4\u03b7\u03bd \u03ba\u03b1\u03c1\u03c4\u03ad\u03bb\u03b1 <strong>LoRA<\/strong> (\u03c0\u03bf\u03c5 \u03c6\u03c4\u03b9\u03ac\u03c7\u03bd\u03b5\u03b9 \u03bc\u03b9\u03ba\u03c1\u03ac, \u03b5\u03c5\u03ad\u03bb\u03b9\u03ba\u03c4\u03b1 \u03b1\u03c1\u03c7\u03b5\u03af\u03b1 ~100MB) \u03ba\u03b1\u03b9 \u039f\u03a7\u0399 \u03c4\u03b7\u03bd Dreambooth (\u03c0\u03bf\u03c5 \u03c6\u03c4\u03b9\u03ac\u03c7\u03bd\u03b5\u03b9 \u03c4\u03b5\u03c1\u03ac\u03c3\u03c4\u03b9\u03b1 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03b1 2GB).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0391\u03bd\u03bf\u03af\u03b3\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf <strong>Kohya<\/strong><strong>_ss<\/strong> \u03ba\u03b1\u03b9 \u03b1\u03ba\u03bf\u03bb\u03bf\u03c5\u03b8\u03bf\u03cd\u03bc\u03b5 \u03c4\u03b7 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u03a0\u03b5\u03c1\u03b9\u03b3\u03c1\u03b1\u03c6\u03ae \u0395\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd (Captioning<\/strong><strong>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a4\u03bf AI \u03c0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03be\u03ad\u03c1\u03b5\u03b9 \u03c4\u03b9 \u03b2\u03bb\u03ad\u03c0\u03b5\u03b9.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u03a0\u03b7\u03b3\u03b1\u03af\u03bd\u03bf\u03c5\u03bc\u03b5 \u03c3\u03c4\u03bf \u03bc\u03b5\u03bd\u03bf\u03cd Utilities > Captioning > BLIP Captioning.<\/li>\n\n\n\n<li>\u03a3\u03c4\u03bf \u03c0\u03b5\u03b4\u03af\u03bf Image folder to caption, \u03b5\u03c0\u03b9\u03bb\u03ad\u03b3\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf \u03bc\u03b5 \u03c4\u03b9\u03c2 \u03b5\u03b9\u03ba\u03cc\u03bd\u03b5\u03c2 (20_captainX).<\/li>\n\n\n\n<li><strong>\u03a4\u039f \u039c\u03a5\u03a3\u03a4\u0399\u039a\u039f \u039a\u039f\u039b\u03a0\u039f (Prefix<\/strong><strong>):<\/strong> \u03a3\u03c4\u03bf \u03c0\u03b5\u03b4\u03af\u03bf <strong>Prefix<\/strong><strong> to<\/strong><strong> add<\/strong><strong> to<\/strong><strong> BLIP<\/strong><strong> caption<\/strong> (\u03ae \u03b1\u03c0\u03bb\u03ac Prefix), \u03b3\u03c1\u03ac\u03c8\u03c4\u03b5 \u03c4\u03b7 \u03bb\u03ad\u03be\u03b7 \u03ba\u03bb\u03b5\u03b9\u03b4\u03af \u03c3\u03b1\u03c2 \u03b1\u03ba\u03bf\u03bb\u03bf\u03c5\u03b8\u03bf\u03cd\u03bc\u03b5\u03bd\u03b7 \u03b1\u03c0\u03cc \u03ba\u03cc\u03bc\u03bc\u03b1 \u03ba\u03b1\u03b9 \u03ba\u03b5\u03bd\u03cc (\u03c0.\u03c7. captainX, ).\n<ul class=\"wp-block-list\">\n<li><em>\u0391\u03c5\u03c4\u03cc \u03b8\u03b1 \u03c0\u03c1\u03bf\u03c3\u03b8\u03ad\u03c3\u03b5\u03b9 \u03b1\u03c5\u03c4\u03cc\u03bc\u03b1\u03c4\u03b1 \u03c4\u03bf \u03cc\u03bd\u03bf\u03bc\u03b1 \u03c3\u03b5 \u039f\u039b\u0391 \u03c4\u03b1 \u03b1\u03c1\u03c7\u03b5\u03af\u03b1, \u03b3\u03bb\u03b9\u03c4\u03ce\u03bd\u03bf\u03bd\u03c4\u03ac\u03c2 \u03c3\u03b1\u03c2 \u03b1\u03c0\u03cc \u03c4\u03bf \u03c7\u03b5\u03b9\u03c1\u03bf\u03ba\u03af\u03bd\u03b7\u03c4\u03bf \u03b3\u03c1\u03ac\u03c8\u03b9\u03bc\u03bf!<\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u03a0\u03b1\u03c4\u03ac\u03bc\u03b5 <strong>Caption Images<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u03a1\u03c5\u03b8\u03bc\u03af\u03c3\u03b5\u03b9\u03c2 \u0395\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7\u03c2 (\u039a\u03b1\u03c1\u03c4\u03ad\u03bb\u03b1 LoRA)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a0\u03b7\u03b3\u03b1\u03af\u03bd\u03bf\u03c5\u03bc\u03b5 \u03c3\u03c4\u03b7\u03bd \u03ba\u03b1\u03c1\u03c4\u03ad\u03bb\u03b1 LoRA -&gt; Training:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Source Model:<\/strong> \u0395\u03c0\u03b9\u03bb\u03ad\u03b3\u03bf\u03c5\u03bc\u03b5 runwayml\/stable-diffusion-v1-5 (\u03ae \u03ad\u03bd\u03b1 custom model \u03cc\u03c0\u03c9\u03c2 \u03c4\u03bf Realistic Vision).<\/li>\n\n\n\n<li><strong>Folders:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Image folder: \u0395\u03c0\u03b9\u03bb\u03ad\u03b3\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf\u03bd <strong>\u0393\u039f\u039d\u0399\u039a\u039f<\/strong> \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf (Training_Data) \u03ba\u03b1\u03b9 <em>\u03cc\u03c7\u03b9<\/em> \u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03c6\u03ac\u03ba\u03b5\u03bb\u03bf.<\/li>\n\n\n\n<li>Output name: \u0394\u03af\u03bd\u03bf\u03c5\u03bc\u03b5 \u03cc\u03bd\u03bf\u03bc\u03b1 \u03c3\u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf \u03bc\u03b1\u03c2 (\u03c0.\u03c7. captainX).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Parameters (\u0393\u03b9\u03b1 \u03c4\u03b1\u03c7\u03cd\u03c4\u03b7\u03c4\u03b1):<\/strong>\n<ul class=\"wp-block-list\">\n<li>Train batch size: 1<\/li>\n\n\n\n<li>Epoch: 10<\/li>\n\n\n\n<li>Resolution: <strong>512,512<\/strong> (\u0391\u03bd \u03b2\u03ac\u03bb\u03b5\u03c4\u03b5 768 \u03b8\u03b1 \u03b1\u03c1\u03b3\u03ae\u03c3\u03b5\u03b9 \u03c0\u03bf\u03bb\u03cd).<\/li>\n\n\n\n<li>Gradient Checkpointing: <strong>\u0395\u03bd\u03b5\u03c1\u03b3\u03bf\u03c0\u03bf\u03b9\u03b7\u03bc\u03ad\u03bd\u03bf (\u03a4\u03b9\u03ba)<\/strong>.<\/li>\n\n\n\n<li>Mixed\/Save Precision: fp16.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u03a0\u03b1\u03c4\u03ac\u03bc\u03b5 <strong>Start Training<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a3\u03b5 \u03c0\u03b5\u03c1\u03af\u03c0\u03bf\u03c5 10-15 \u03bb\u03b5\u03c0\u03c4\u03ac, \u03b8\u03b1 \u03ad\u03c7\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf .safetensors \u03c3\u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf output.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u039c\u03ad\u03c1\u03bf\u03c2 5: \u0397 \u0394\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u0395\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a4\u03ce\u03c1\u03b1 \u03bc\u03b5\u03c4\u03b1\u03b2\u03b1\u03af\u03bd\u03bf\u03c5\u03bc\u03b5 \u03c3\u03c4\u03bf <strong>Stable<\/strong><strong> Diffusion<\/strong><strong> WebUI<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u0395\u03b3\u03ba\u03b1\u03c4\u03ac\u03c3\u03c4\u03b1\u03c3\u03b7<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u039c\u03b5\u03c4\u03b1\u03c6\u03ad\u03c1\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf \u03b1\u03c1\u03c7\u03b5\u03af\u03bf .safetensors \u03c0\u03bf\u03c5 \u03c6\u03c4\u03b9\u03ac\u03be\u03b1\u03bc\u03b5 \u03c3\u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf: &#8230;\\Stable Diffusion WebUI\\models\\Lora.<\/li>\n\n\n\n<li>\u03a0\u03c1\u03bf\u03c4\u03b5\u03af\u03bd\u03b5\u03c4\u03b1\u03b9 \u03bd\u03b1 \u03ba\u03b1\u03c4\u03b5\u03b2\u03ac\u03c3\u03bf\u03c5\u03bc\u03b5 \u03ad\u03bd\u03b1 \u03c1\u03b5\u03b1\u03bb\u03b9\u03c3\u03c4\u03b9\u03ba\u03cc \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03bf (\u03c0.\u03c7. <a href=\"https:\/\/civitai.com\/models\/4201\/realistic-vision-v60-b1\" target=\"_blank\" rel=\"noopener\">Realistic Vision<\/a>) \u03ba\u03b1\u03b9 \u03bd\u03b1 \u03c4\u03bf \u03b2\u03ac\u03bb\u03bf\u03c5\u03bc\u03b5 \u03c3\u03c4\u03bf\u03bd \u03c6\u03ac\u03ba\u03b5\u03bb\u03bf models\\Stable-diffusion.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u0394\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 (Prompting<\/strong><strong>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u03a3\u03c4\u03bf WebUI, \u03b5\u03c0\u03b9\u03bb\u03ad\u03b3\u03bf\u03c5\u03bc\u03b5 \u03c4\u03bf \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03bf \u03bc\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03b3\u03c1\u03ac\u03c6\u03bf\u03c5\u03bc\u03b5:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Positive<\/strong><strong> Prompt<\/strong><strong>:<\/strong> \u03a4\u03b9 \u03b8\u03ad\u03bb\u03bf\u03c5\u03bc\u03b5 \u03bd\u03b1 \u03b4\u03bf\u03cd\u03bc\u03b5. \u03a0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03c0\u03b5\u03c1\u03b9\u03ad\u03c7\u03b5\u03b9 \u03c4\u03b7 \u03bb\u03ad\u03be\u03b7 \u03ba\u03bb\u03b5\u03b9\u03b4\u03af \u03ba\u03b1\u03b9 \u03c4\u03b7\u03bd \u03b5\u03bd\u03c4\u03bf\u03bb\u03ae LoRA.\n<ul class=\"wp-block-list\">\n<li><em>\u03a0\u03b1\u03c1\u03ac\u03b4\u03b5\u03b9\u03b3\u03bc\u03b1:<\/em> photo of captainX, wearing spacesuit, on mars, intricate details, &lt;lora:captainX:1.0><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Negative<\/strong><strong> Prompt<\/strong><strong>:<\/strong> \u03a4\u03b9 \u03b8\u03ad\u03bb\u03bf\u03c5\u03bc\u03b5 \u03bd\u03b1 \u03b1\u03c0\u03bf\u03c6\u03cd\u03b3\u03bf\u03c5\u03bc\u03b5 (\u03c0.\u03c7. cartoon, ugly, deformed).<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u0397 \u03a4\u03b5\u03c7\u03bd\u03b9\u03ba\u03ae Inpainting<\/strong><strong> (\u0393\u03b9\u03b1 \u03b4\u03cd\u03c3\u03ba\u03bf\u03bb\u03b5\u03c2 \u03c3\u03ba\u03b7\u03bd\u03ad\u03c2)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0391\u03bd \u03c4\u03bf \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf \u03b4\u03b5\u03bd \u03b1\u03c0\u03bf\u03b4\u03af\u03b4\u03b5\u03c4\u03b1\u03b9 \u03c3\u03c9\u03c3\u03c4\u03ac \u03c3\u03b5 \u03c0\u03bf\u03bb\u03cd\u03c0\u03bb\u03bf\u03ba\u03b5\u03c2 \u03c3\u03ba\u03b7\u03bd\u03ad\u03c2, \u03c7\u03c1\u03b7\u03c3\u03b9\u03bc\u03bf\u03c0\u03bf\u03b9\u03bf\u03cd\u03bc\u03b5 \u03c4\u03b7\u03bd \u03c4\u03b5\u03c7\u03bd\u03b9\u03ba\u03ae <strong>&#8220;\u03a3\u03ce\u03bc\u03b1 \u03a0\u03c1\u03ce\u03c4\u03b1, \u03a0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf \u039c\u03b5\u03c4\u03ac&#8221;<\/strong>:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u0394\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03bf\u03cd\u03bc\u03b5 \u03c4\u03b7 \u03c3\u03ba\u03b7\u03bd\u03ae \u03c7\u03c9\u03c1\u03af\u03c2 \u03c4\u03bf LoRA (\u03bc\u03b5 \u03ad\u03bd\u03b1\u03bd \u03c4\u03c5\u03c7\u03b1\u03af\u03bf \u03c7\u03b1\u03c1\u03b1\u03ba\u03c4\u03ae\u03c1\u03b1).<\/li>\n\n\n\n<li>\u03a3\u03c4\u03ad\u03bb\u03bd\u03bf\u03c5\u03bc\u03b5 \u03c4\u03b7\u03bd \u03ba\u03b1\u03bb\u03ae \u03b5\u03b9\u03ba\u03cc\u03bd\u03b1 \u03c3\u03c4\u03bf <strong>Inpaint<\/strong>.<\/li>\n\n\n\n<li>\u0396\u03c9\u03b3\u03c1\u03b1\u03c6\u03af\u03b6\u03bf\u03c5\u03bc\u03b5 \u03bc\u03b9\u03b1 \u03bc\u03ac\u03c3\u03ba\u03b1 \u03bc\u03cc\u03bd\u03bf \u03c3\u03c4\u03bf \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf.<\/li>\n\n\n\n<li>\u0393\u03c1\u03ac\u03c6\u03bf\u03c5\u03bc\u03b5 \u03bd\u03ad\u03bf Prompt \u03bc\u03cc\u03bd\u03bf \u03b3\u03b9\u03b1 \u03c4\u03bf \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf, \u03b5\u03bd\u03b5\u03c1\u03b3\u03bf\u03c0\u03bf\u03b9\u03ce\u03bd\u03c4\u03b1\u03c2 \u03c4\u03ce\u03c1\u03b1 \u03c4\u03bf LoRA, \u03ba\u03b1\u03b9 \u03be\u03b1\u03bd\u03b1\u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03bf\u03cd\u03bc\u03b5 \u03c4\u03b7\u03bd \u03c0\u03b5\u03c1\u03b9\u03bf\u03c7\u03ae.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u03a3\u03c5\u03bc\u03c0\u03ad\u03c1\u03b1\u03c3\u03bc\u03b1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0397 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1 \u03c4\u03b7\u03c2 \u03b5\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7\u03c2 AI \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd \u03b1\u03bd\u03bf\u03af\u03b3\u03b5\u03b9 \u03bd\u03ad\u03bf\u03c5\u03c2 \u03bf\u03c1\u03af\u03b6\u03bf\u03bd\u03c4\u03b5\u03c2 \u03c8\u03b7\u03c6\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1\u03c2. \u039c\u03b5 \u03c5\u03c0\u03bf\u03bc\u03bf\u03bd\u03ae \u03ba\u03b1\u03b9 \u03c0\u03b5\u03b9\u03c1\u03b1\u03bc\u03b1\u03c4\u03b9\u03c3\u03bc\u03cc, \u03bc\u03c0\u03bf\u03c1\u03b5\u03af\u03c4\u03b5 \u03bd\u03b1 \u03bc\u03b5\u03c4\u03b1\u03c4\u03c1\u03ad\u03c8\u03b5\u03c4\u03b5 \u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae \u03c3\u03b1\u03c2 \u03c3\u03b5 \u03ad\u03bd\u03b1 \u03b5\u03c1\u03b3\u03b1\u03c3\u03c4\u03ae\u03c1\u03b9\u03bf \u03c4\u03ad\u03c7\u03bd\u03b7\u03c2 \u03c7\u03c9\u03c1\u03af\u03c2 \u03c0\u03b5\u03c1\u03b9\u03bf\u03c1\u03b9\u03c3\u03bc\u03bf\u03cd\u03c2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u039a\u03b1\u03bb\u03ad\u03c2 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b5\u03c2!<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u03a3\u03c4\u03b7\u03bd \u03b5\u03c0\u03bf\u03c7\u03ae \u03c4\u03b7\u03c2 \u03c8\u03b7\u03c6\u03b9\u03b1\u03ba\u03ae\u03c2 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1\u03c2, \u03b7 \u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae \u039d\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7 (AI) \u03bc\u03b1\u03c2 \u03b4\u03af\u03bd\u03b5\u03b9 \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03c0\u03bf\u03c5 \u03c0\u03c1\u03b9\u03bd \u03bb\u03af\u03b3\u03b1 \u03c7\u03c1\u03cc\u03bd\u03b9\u03b1 \u03c6\u03ac\u03bd\u03c4\u03b1\u03b6\u03b1\u03bd \u03b5\u03c0\u03b9\u03c3\u03c4\u03b7\u03bc\u03bf\u03bd\u03b9\u03ba\u03ae \u03c6\u03b1\u03bd\u03c4\u03b1\u03c3\u03af\u03b1. \u0388\u03bd\u03b1 \u03b1\u03c0\u03cc \u03c4\u03b1 \u03c0\u03b9\u03bf \u03b9\u03c3\u03c7\u03c5\u03c1\u03ac \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03c4\u03bf Stable Diffusion, \u03c4\u03bf \u03bf\u03c0\u03bf\u03af\u03bf \u03bc\u03b1\u03c2 \u03b5\u03c0\u03b9\u03c4\u03c1\u03ad\u03c0\u03b5\u03b9 \u03cc\u03c7\u03b9 \u03bc\u03cc\u03bd\u03bf \u03bd\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03bf\u03cd\u03bc\u03b5 \u03b5\u03b9\u03ba\u03cc\u03bd\u03b5\u03c2 \u03b1\u03c0\u03cc \u03c4\u03bf \u03bc\u03b7\u03b4\u03ad\u03bd, \u03b1\u03bb\u03bb\u03ac \u03ba\u03b1\u03b9 \u03bd\u03b1 &#8220;\u03b5\u03ba\u03c0\u03b1\u03b9\u03b4\u03b5\u03cd\u03bf\u03c5\u03bc\u03b5&#8221; \u03c4\u03bf\u03bd \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae \u03bd\u03b1 \u03b1\u03bd\u03b1\u03b3\u03bd\u03c9\u03c1\u03af\u03b6\u03b5\u03b9 \u03b4\u03b9\u03ba\u03ac \u03bc\u03b1\u03c2 \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03b1 \u03ae \u03b1\u03bd\u03c4\u03b9\u03ba\u03b5\u03af\u03bc\u03b5\u03bd\u03b1 (\u03bc\u03ad\u03c3\u03c9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"templates\/template-full-width.php","format":"standard","meta":{"footnotes":""},"categories":[192,188,189],"tags":[239,240,251,241,253,247,244,242,248,249,245,237,246,252,238,250,243],"class_list":["post-1800","post","type-post","status-publish","format-standard","hentry","category-knowledge-hub","category-edtech","category-guides","tag-ai---","tag-automatic1111","tag-dreambooth","tag-generative-ai-","tag-inpainting","tag-kohya","tag-lora","tag-negative-prompt","tag-prompting","tag-rtx-3060","tag-stability-matrix","tag-stable-diffusion","tag-stable-diffusion-windows","tag-vram","tag----ai","tag-250","tag-243"],"_links":{"self":[{"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/posts\/1800","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1800"}],"version-history":[{"count":1,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/posts\/1800\/revisions"}],"predecessor-version":[{"id":1802,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=\/wp\/v2\/posts\/1800\/revisions\/1802"}],"wp:attachment":[{"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1800"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1800"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dkouzas.sites.sch.gr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1800"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}