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href="https://www.wikidata.org/wiki/Special:EntityPage/Q127797519" title="Structured data on this page hosted by Wikidata [g]" accesskey="g"><span>Wikidata item</span></a></li> </ul> </div> </div> </div> </div> </div> </div> </nav> </div> </div> </div> <div class="vector-column-end"> <div class="vector-sticky-pinned-container"> <nav class="vector-page-tools-landmark" aria-label="Page tools"> <div id="vector-page-tools-pinned-container" class="vector-pinned-container"> </div> </nav> <nav class="vector-appearance-landmark" aria-label="Appearance"> <div id="vector-appearance-pinned-container" class="vector-pinned-container"> <div id="vector-appearance" class="vector-appearance vector-pinnable-element"> <div class="vector-pinnable-header vector-appearance-pinnable-header vector-pinnable-header-pinned" data-feature-name="appearance-pinned" data-pinnable-element-id="vector-appearance" data-pinned-container-id="vector-appearance-pinned-container" data-unpinned-container-id="vector-appearance-unpinned-container" > <div class="vector-pinnable-header-label">Appearance</div> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-appearance.pin">move to sidebar</button> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-unpin-button" data-event-name="pinnable-header.vector-appearance.unpin">hide</button> </div> </div> </div> </nav> </div> </div> <div id="bodyContent" class="vector-body" aria-labelledby="firstHeading" data-mw-ve-target-container> <div class="vector-body-before-content"> <div class="mw-indicators"> </div> <div id="siteSub" class="noprint">From Wikipedia, the free encyclopedia</div> </div> <div id="contentSub"><div id="mw-content-subtitle"></div></div> <div id="mw-content-text" class="mw-body-content"><div class="mw-content-ltr mw-parser-output" lang="en" dir="ltr"><div class="shortdescription nomobile noexcerpt noprint searchaux" style="display:none">Open source generative artificial intelligence UI</div> <style data-mw-deduplicate="TemplateStyles:r1257001546">.mw-parser-output .infobox-subbox{padding:0;border:none;margin:-3px;width:auto;min-width:100%;font-size:100%;clear:none;float:none;background-color:transparent}.mw-parser-output .infobox-3cols-child{margin:auto}.mw-parser-output .infobox .navbar{font-size:100%}@media screen{html.skin-theme-clientpref-night .mw-parser-output .infobox-full-data:not(.notheme)>div:not(.notheme)[style]{background:#1f1f23!important;color:#f8f9fa}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .infobox-full-data:not(.notheme) div:not(.notheme){background:#1f1f23!important;color:#f8f9fa}}@media(min-width:640px){body.skin--responsive .mw-parser-output .infobox-table{display:table!important}body.skin--responsive .mw-parser-output .infobox-table>caption{display:table-caption!important}body.skin--responsive .mw-parser-output .infobox-table>tbody{display:table-row-group}body.skin--responsive .mw-parser-output .infobox-table tr{display:table-row!important}body.skin--responsive .mw-parser-output .infobox-table th,body.skin--responsive .mw-parser-output .infobox-table td{padding-left:inherit;padding-right:inherit}}</style><table class="infobox vevent"><caption class="infobox-title summary">Fooocus</caption><tbody><tr><td colspan="2" class="infobox-image logo"><span class="mw-default-size" typeof="mw:File/Frameless"><a href="/wiki/File:Fooocus_2.5.5_screenshot.webp" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/a/a1/Fooocus_2.5.5_screenshot.webp/220px-Fooocus_2.5.5_screenshot.webp.png" decoding="async" width="220" height="149" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/a/a1/Fooocus_2.5.5_screenshot.webp/330px-Fooocus_2.5.5_screenshot.webp.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/a1/Fooocus_2.5.5_screenshot.webp/440px-Fooocus_2.5.5_screenshot.webp.png 2x" data-file-width="1176" data-file-height="794" /></a></span></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Programmer" title="Programmer">Original author(s)</a></th><td class="infobox-data">Lvmin Zhang</td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;">Initial release</th><td class="infobox-data">August 9, 2023<span class="noprint">; 15 months ago</span><span style="display:none"> (<span class="bday dtstart published updated">2023-08-09</span>)</span><sup id="cite_ref-githubrelease_1-0" class="reference"><a href="#cite_note-githubrelease-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Repository_(version_control)" title="Repository (version control)">Repository</a></th><td class="infobox-data"><span class="url"><a rel="nofollow" class="external text" href="https://github.com/lllyasviel/Fooocus">github<wbr />.com<wbr />/lllyasviel<wbr />/Fooocus</a></span></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;">Written in</th><td class="infobox-data"><a href="/wiki/Python_(programming_language)" title="Python (programming language)">Python</a></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Software_license" title="Software license">License</a></th><td class="infobox-data"><a href="/wiki/GNU_General_Public_License" title="GNU General Public License">GPLv3</a><sup id="cite_ref-githublicense_2-0" class="reference"><a href="#cite_note-githublicense-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup></td></tr></tbody></table> <p><b>Fooocus</b> is an <a href="/wiki/Open_source" title="Open source">open source</a> <a href="/wiki/Generative_artificial_intelligence" title="Generative artificial intelligence">generative artificial intelligence</a> program that allows users to generate images from a <a href="/wiki/Prompt_(natural_language)" class="mw-redirect" title="Prompt (natural language)">text prompt</a>.<sup id="cite_ref-pcworld_3-0" class="reference"><a href="#cite_note-pcworld-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-pcwatch_4-0" class="reference"><a href="#cite_note-pcwatch-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> It uses <a href="/wiki/Stable_Diffusion" title="Stable Diffusion">Stable Diffusion</a> as the base model for its image capabilities as well as a collection of default settings and prompts to make the image generation process more streamlined.<sup id="cite_ref-pcworld_3-1" class="reference"><a href="#cite_note-pcworld-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-pcwatch_4-1" class="reference"><a href="#cite_note-pcwatch-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-XDA_17_September_2024_5-0" class="reference"><a href="#cite_note-XDA_17_September_2024-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="History">History</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Fooocus&action=edit&section=1" title="Edit section: History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><i>Fooocus</i> was created by Lvmin Zhang, a doctoral student at <a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a> who previously studied at the <a href="/wiki/Chinese_University_of_Hong_Kong" title="Chinese University of Hong Kong">Chinese University of Hong Kong</a> and <a href="/wiki/Soochow_University_(Suzhou)" title="Soochow University (Suzhou)">Soochow University</a>.<sup id="cite_ref-huxiu_6-0" class="reference"><a href="#cite_note-huxiu-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-lllyasvielblog_7-0" class="reference"><a href="#cite_note-lllyasvielblog-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> He is also the main author of <a href="/wiki/Stable_Diffusion#ControlNet" title="Stable Diffusion">ControlNet</a>,<sup id="cite_ref-controlnet_8-0" class="reference"><a href="#cite_note-controlnet-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-huxiu_6-1" class="reference"><a href="#cite_note-huxiu-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-ascii_9-0" class="reference"><a href="#cite_note-ascii-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> which has been adopted by many other Stable Diffusion interfaces such as <a href="/wiki/AUTOMATIC1111_Stable_Diffusion_Web_UI" class="mw-redirect" title="AUTOMATIC1111 Stable Diffusion Web UI">AUTOMATIC1111 Stable Diffusion Web UI</a> and <a href="/wiki/ComfyUI" title="ComfyUI">ComfyUI</a>. As of 9 July 2024, the project had 38.1k stars on GitHub.<sup id="cite_ref-githubrepo_10-0" class="reference"><a href="#cite_note-githubrepo-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Features">Features</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Fooocus&action=edit&section=2" title="Edit section: Features"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><i>Fooocus</i>' main feature is that it is easy to set up and does not require users to manually configure model parameters to achieve desirable results.<sup id="cite_ref-huxiu_6-2" class="reference"><a href="#cite_note-huxiu-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-pcworld_3-2" class="reference"><a href="#cite_note-pcworld-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-howtogeek_11-0" class="reference"><a href="#cite_note-howtogeek-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Decrypt_9_December_2023_12-0" class="reference"><a href="#cite_note-Decrypt_9_December_2023-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> According to the project, it uses <a href="/wiki/GPT-2" title="GPT-2">GPT-2</a> to automatically add more detail to the user's prompts.<sup id="cite_ref-githubfeatures_13-0" class="reference"><a href="#cite_note-githubfeatures-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup> It includes common extensions such LCM <a href="/wiki/Fine-tuning_(deep_learning)#Low-rank_adaptation" title="Fine-tuning (deep learning)">Low-rank adaptation</a> by default which allows for faster generation speed.<sup id="cite_ref-pcwatch_4-2" class="reference"><a href="#cite_note-pcwatch-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-lcmlora_14-0" class="reference"><a href="#cite_note-lcmlora-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> <i>Fooocus</i> prefers a photographic style by default, with a list of predefined styles to chose from.<sup id="cite_ref-pcworld_3-3" class="reference"><a href="#cite_note-pcworld-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Business_Insider_España_13_February_2024_15-0" class="reference"><a href="#cite_note-Business_Insider_España_13_February_2024-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> While <i>Fooocus</i> aims to provide good results out of the box, it also includes an "advanced" tab that allows for user customization.<sup id="cite_ref-geekygadgets_16-0" class="reference"><a href="#cite_note-geekygadgets-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup> The <a href="/wiki/User_interface" title="User interface">user interface</a> is based on <a href="/wiki/Hugging_Face#Other_libraries" title="Hugging Face">Gradio</a>.<sup id="cite_ref-dataconomy_17-0" class="reference"><a href="#cite_note-dataconomy-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Fooocus&action=edit&section=3" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist 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data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite id="CITEREFZhang" class="citation web cs1">Zhang, Lvmin. <a rel="nofollow" class="external text" href="https://github.com/lllyasviel/Fooocus/commit/7386161937cccfe0f2172c2cf17a3986ea857941">"i"</a>. <i>github.com</i><span class="reference-accessdate">. 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Retrieved <span class="nowrap">9 July</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=github.com&rft.atitle=Create+LICENSE&rft.aulast=Zhang&rft.aufirst=Lvmin&rft_id=https%3A%2F%2Fgithub.com%2Flllyasviel%2FFooocus%2Fcommit%2Fd33d8a47ae884e0836f15cae6d7113de253d98f4&rfr_id=info%3Asid%2Fen.wikipedia.org%3AFooocus" class="Z3988"></span></span> </li> <li id="cite_note-pcworld-3"><span class="mw-cite-backlink">^ <a href="#cite_ref-pcworld_3-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-pcworld_3-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-pcworld_3-2"><sup><i><b>c</b></i></sup></a> <a href="#cite_ref-pcworld_3-3"><sup><i><b>d</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHachman" class="citation web cs1">Hachman, Mark. <a rel="nofollow" class="external text" href="https://www.pcworld.com/article/2253285/fooocus-is-the-easiest-way-to-run-ai-art-on-your-pc.html">"Fooocus is the easiest way to create AI art on your PC"</a>. <i><a href="/wiki/PC_World" title="PC World">PC World</a></i><span class="reference-accessdate">. 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