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<link href="/docs/diffusers/v0.43.0/en/_app/immutable/assets/0.tn0RQdqM.css" rel="modulepreload"> <!--[--><!--[0--><!--[--><!--[0--><!--[--><p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: inline-end; margin-inline-start: 10px; display: inline-flex; position: relative; z-index: 10;"><div dir="ltr" class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----></span> <span dir="auto">Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg><!----></button></div> <!--[-1--><!--]--></div><!----> <!--[0--><h1 class="relative group"><a id="-diffusers-ethical-guidelines" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#-diffusers-ethical-guidelines"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->๐Ÿงจ Diffusers์˜ ์œค๋ฆฌ ๊ฐ€์ด๋“œ๋ผ์ธ<!----></span></h1><!--]--><!----> <!--[1--><h2 class="relative group"><a id="preamble" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#preamble"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->์„œ๋ฌธ<!----></span></h2><!--]--><!----> <p><a href="https://huggingface.co/docs/diffusers/index" rel="nofollow">Diffusers</a>๋Š” ์‚ฌ์ „ ํ•™์Šต๋œ ํ™•์‚ฐ ๋ชจ๋ธ์„ ์ œ๊ณตํ•˜๋ฉฐ ์ถ”๋ก ๊ณผ ํ•™์Šต์„ ์œ„ํ•œ ๋ชจ๋“ˆํ˜• ๋„๊ตฌ ๋ชจ์Œ ์—ญํ• ์„ ํ•ฉ๋‹ˆ๋‹ค.</p> <p>Diffusers ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋Š” ์‹ค์ œ ์‚ฌ๋ก€์—์„œ ๋„๋ฆฌ ํ™œ์šฉ๋˜๊ณ  ์žˆ์œผ๋ฉฐ ์‚ฌํšŒ์— ๋ถ€์ •์ ์ธ ์˜ํ–ฅ์„ ๋ฏธ์น  ์ž ์žฌ์„ฑ์ด ์žˆ์œผ๋ฏ€๋กœ, ํ”„๋กœ์ ํŠธ์— ์œค๋ฆฌ์  ๊ฐ€์ด๋“œ๋ผ์ธ์„ ์ œ๊ณตํ•˜์—ฌ ๊ฐœ๋ฐœ, ์‚ฌ์šฉ์ž์˜ ๊ธฐ์—ฌ, ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์‚ฌ์šฉ ๋ฐฉ์‹์„ ์•ˆ๋‚ดํ•˜๋Š” ๊ฒƒ์ด ์ค‘์š”ํ•˜๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.</p> <p>์ด ๊ธฐ์ˆ  ์‚ฌ์šฉ๊ณผ ๊ด€๋ จ๋œ ์œ„ํ—˜์€ ์—ฌ์ „ํžˆ ๊ฒ€ํ†  ์ค‘์ด์ง€๋งŒ, ๋ช‡ ๊ฐ€์ง€๋ฅผ ๊ผฝ์ž๋ฉด: ์˜ˆ์ˆ ๊ฐ€๋“ค์˜ ์ €์ž‘๊ถŒ ๋ฌธ์ œ; ๋”ฅํŽ˜์ดํฌ ์•…์šฉ; ๋ถ€์ ์ ˆํ•œ ๋งฅ๋ฝ์—์„œ์˜ ์„ฑ ๊ด€๋ จ ์ฝ˜ํ…์ธ  ์ƒ์„ฑ; ๋™์˜ ์—†๋Š” ์‚ฌ์นญ; ์†Œ์™ธ๋œ ์ง‘๋‹จ์— ๋Œ€ํ•œ ์–ต์••์„ ์ง€์†์‹œํ‚ค๋Š” ์œ ํ•ดํ•œ ์‚ฌํšŒ์  ํŽธํ–ฅ.
์šฐ๋ฆฌ๋Š” ์œ„ํ—˜์„ ์ง€์†์ ์œผ๋กœ ์ถ”์ ํ•˜๊ณ , ์ปค๋ฎค๋‹ˆํ‹ฐ์˜ ๋ฐ˜์‘๊ณผ ๊ฐ€์น˜ ์žˆ๋Š” ํ”ผ๋“œ๋ฐฑ์„ ๋ฐ”ํƒ•์œผ๋กœ ๋‹ค์Œ ๊ฐ€์ด๋“œ๋ผ์ธ์„ ์กฐ์ •ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.</p> <!--[1--><h2 class="relative group"><a id="scope" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#scope"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->๋ฒ”์œ„<!----></span></h2><!--]--><!----> <p>Diffusers ์ปค๋ฎค๋‹ˆํ‹ฐ๋Š” ํ”„๋กœ์ ํŠธ ๊ฐœ๋ฐœ์— ๋‹ค์Œ ์œค๋ฆฌ ๊ฐ€์ด๋“œ๋ผ์ธ์„ ์ ์šฉํ•˜๊ณ , ํŠนํžˆ ์œค๋ฆฌ์  ์šฐ๋ ค์™€ ๊ด€๋ จ๋œ ๋ฏผ๊ฐํ•œ ์ฃผ์ œ์— ๋Œ€ํ•œ ๊ธฐ์—ฌ ํ†ตํ•ฉ ๋ฐฉ์‹์„ ์กฐ์ •ํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ค„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.</p> <!--[1--><h2 class="relative group"><a id="ethical-guidelines" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#ethical-guidelines"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->์œค๋ฆฌ ๊ฐ€์ด๋“œ๋ผ์ธ<!----></span></h2><!--]--><!----> <p>๋‹ค์Œ ์œค๋ฆฌ ๊ฐ€์ด๋“œ๋ผ์ธ์€ ์ผ๋ฐ˜์ ์œผ๋กœ ์ ์šฉ๋˜์ง€๋งŒ, ๊ธฐ์ˆ ์  ์„ ํƒ์„ ํ•  ๋•Œ ์œค๋ฆฌ์ ์œผ๋กœ ๋ฏผ๊ฐํ•œ ๋ฌธ์ œ๋ฅผ ๋‹ค๋ฃจ๋Š” ๊ฒฝ์šฐ ์ฃผ๋กœ ๊ตฌํ˜„๋ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ, ํ•ด๋‹น ๊ธฐ์ˆ ์˜ ์ตœ์ฒจ๋‹จ ์ƒํƒœ์™€ ๊ด€๋ จ๋œ ์ƒˆ๋กœ์šด ํ•ด์•…์ด ๋ฐœ์ƒํ•จ์— ๋”ฐ๋ผ ์‹œ๊ฐ„์ด ์ง€๋‚จ์— ๋”ฐ๋ผ ์ด๋Ÿฌํ•œ ์œค๋ฆฌ ์›์น™์„ ์กฐ์ •ํ•˜๋Š” ๊ฒƒ์„ ์•ฝ์†ํ•ฉ๋‹ˆ๋‹ค.</p> <ul><li><p><strong>ํˆฌ๋ช…์„ฑ</strong>: PR ๊ด€๋ฆฌ, ์‚ฌ์šฉ์ž ๋Œ€์ƒ ์„ ํƒ ์‚ฌํ•ญ ์„ค๋ช…, ๊ธฐ์ˆ ์  ์˜์‚ฌ๊ฒฐ์ • ๊ณผ์ •์—์„œ ํˆฌ๋ช…์„ฑ์„ ์œ ์ง€ํ•˜๋Š” ๊ฒƒ์„ ์•ฝ์†๋“œ๋ฆฝ๋‹ˆ๋‹ค.</p></li> <li><p><strong>์ผ๊ด€์„ฑ</strong>: ํ”„๋กœ์ ํŠธ ๊ด€๋ฆฌ์—์„œ ๋™์ผํ•œ ์ˆ˜์ค€์˜ ์ฃผ์˜๋ฅผ ๊ธฐ์šธ์ด๊ณ , ๊ธฐ์ˆ ์ ์œผ๋กœ ์•ˆ์ •์ ์ด๊ณ  ์ผ๊ด€๋œ ์ƒํƒœ๋ฅผ ์œ ์ง€ํ•˜๋„๋ก ๋ณด์žฅํ•˜๋Š” ๊ฒƒ์„ ์•ฝ์†๋“œ๋ฆฝ๋‹ˆ๋‹ค.</p></li> <li><p><strong>๊ฐ„๊ฒฐ์„ฑ</strong>: Diffusers ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์‰ฝ๊ฒŒ ์‚ฌ์šฉํ•˜๊ณ  ํ™œ์šฉํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋ ค๋Š” ์˜์ง€๋กœ, ํ”„๋กœ์ ํŠธ์˜ ๋ชฉํ‘œ๋ฅผ ๊ฐ„๊ฒฐํ•˜๊ณ  ์ผ๊ด€๋˜๊ฒŒ ์œ ์ง€ํ•˜๋Š” ๋ฐ ์ „๋…ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.</p></li> <li><p><strong>์ ‘๊ทผ์„ฑ</strong>: Diffusers ํ”„๋กœ์ ํŠธ๋Š” ๊ธฐ์ˆ ์  ์ „๋ฌธ์„ฑ์ด ์—†๋Š” ๊ธฐ์—ฌ์ž๋“ค๋„ ํ”„๋กœ์ ํŠธ๋ฅผ ์šด์˜ํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ค„ ์ˆ˜ ์žˆ๋„๋ก ์ง„์ž… ์žฅ๋ฒฝ์„ ๋‚ฎ์ถ”๋Š” ๋ฐ ๊ธฐ์—ฌํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฅผ ํ†ตํ•ด ์—ฐ๊ตฌ ์‚ฐ์ถœ๋ฌผ์ด ์ปค๋ฎค๋‹ˆํ‹ฐ์— ๋” ์‰ฝ๊ฒŒ ์ ‘๊ทผํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.</p></li> <li><p><strong>์žฌํ˜„ ๊ฐ€๋Šฅ์„ฑ</strong>: Diffusers ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ํ†ตํ•ด ์ œ๊ณต๋˜๋Š” ์—…์ŠคํŠธ๋ฆผ ์ฝ”๋“œ, ๋ชจ๋ธ, ๋ฐ์ดํ„ฐ์…‹์˜ ์žฌํ˜„ ๊ฐ€๋Šฅ์„ฑ์— ๋Œ€ํ•ด ํˆฌ๋ช…์„ฑ์„ ํ™•๋ณดํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•ฉ๋‹ˆ๋‹ค.</p></li> <li><p><strong>์ฑ…์ž„</strong>: ์ปค๋ฎค๋‹ˆํ‹ฐ์™€ ํŒ€์›Œํฌ๋ฅผ ํ†ตํ•ด, ์šฐ๋ฆฌ๋Š” ์ด ๊ธฐ์ˆ ์˜ ์ž ์žฌ์  ์œ„ํ—˜๊ณผ ํ•ด์•…์„ ์˜ˆ์ธกํ•˜๊ณ  ์™„ํ™”ํ•จ์œผ๋กœ์จ ์‚ฌ์šฉ์ž์—๊ฒŒ ๊ณต๋™์˜ ์ฑ…์ž„์„ ์ง‘๋‹ˆ๋‹ค.</p></li></ul> <!--[1--><h2 class="relative group"><a id="examples-of-implementations-safety-features-and-mechanisms" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#examples-of-implementations-safety-features-and-mechanisms"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span><!---->๊ตฌํ˜„ ์˜ˆ์‹œ: ์•ˆ์ „ ๊ธฐ๋Šฅ ๋ฐ ๋ฉ”์ปค๋‹ˆ์ฆ˜<!----></span></h2><!--]--><!----> <p>ํŒ€์—์„œ๋Š” ํ™•์‚ฐ ๊ธฐ์ˆ ๊ณผ ๊ด€๋ จ๋œ ์ž ์žฌ์ ์ธ ์œค๋ฆฌ์  ๋ฐ ์‚ฌํšŒ์  ์œ„ํ—˜์„ ๋‹ค๋ฃจ๊ธฐ ์œ„ํ•œ ๊ธฐ์ˆ ์  ๋ฐ ๋น„๊ธฐ์ˆ ์  ๋„๊ตฌ๋ฅผ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด ๋งค์ผ ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, ์ปค๋ฎค๋‹ˆํ‹ฐ์˜ ํ”ผ๋“œ๋ฐฑ์€ ์ด๋Ÿฌํ•œ ๊ธฐ๋Šฅ์˜ ๊ตฌํ˜„์„ ๋ณด์žฅํ•˜๊ณ  ์šฐ๋ฆฌ์™€ ํ•จ๊ป˜ ์ธ์‹์„ ๋†’์ด๋Š” ๋ฐ ๋งค์šฐ ๊ฐ€์น˜ ์žˆ์Šต๋‹ˆ๋‹ค.</p> <ul><li><p><a href="https://huggingface.co/docs/hub/repositories-pull-requests-discussions" rel="nofollow"><strong>์ปค๋ฎค๋‹ˆํ‹ฐ ํƒญ</strong></a>: ์ปค๋ฎค๋‹ˆํ‹ฐ๊ฐ€ ํ”„๋กœ์ ํŠธ๋ฅผ ๋…ผ์˜ํ•˜๊ณ  ๋” ์ž˜ ํ˜‘์—…ํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•ฉ๋‹ˆ๋‹ค.</p></li> <li><p><strong>ํŽธํ–ฅ ํƒ์ƒ‰ ๋ฐ ํ‰๊ฐ€</strong>: Hugging Face ํŒ€์€ Stable Diffusion์˜ ํŽธํ–ฅ์„ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒํ•˜๊ฒŒ ์‹œ์—ฐํ•˜๋Š” <a href="https://huggingface.co/spaces/society-ethics/DiffusionBiasExplorer" rel="nofollow">space</a>๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ์ด ๊ด€์ ์—์„œ ์šฐ๋ฆฌ๋Š” ํŽธํ–ฅ ํƒ์ƒ‰๊ณผ ํ‰๊ฐ€๋ฅผ ์ง€์›ํ•˜๊ณ  ์žฅ๋ คํ•ฉ๋‹ˆ๋‹ค.</p></li> <li><p><strong>๋ฐฐํฌ ์‹œ ์•ˆ์ „์„ฑ ๊ฐ•ํ™”</strong></p> <ul><li><p><a href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/stable_diffusion/stable_diffusion_safe" rel="nofollow"><strong>Safe Stable Diffusion</strong></a>: ํ•„ํ„ฐ๋ง๋˜์ง€ ์•Š์€ ์›น ํฌ๋กค๋ง ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ ํ•™์Šต๋œ ๋ชจ๋ธ, ์˜ˆ๋ฅผ ๋“ค์–ด Stable Diffusion๊ณผ ๊ฐ™์€ ๋ชจ๋ธ์—์„œ ํ”ํžˆ ๋ฐœ์ƒํ•˜๋Š” ๋ถ€์ ์ ˆํ•œ ํ‡ดํ™” ๋ฌธ์ œ๋ฅผ ์™„ํ™”ํ•ฉ๋‹ˆ๋‹ค. ๊ด€๋ จ ๋…ผ๋ฌธ: <a href="https://huggingface.co/papers/2211.05105" rel="nofollow">Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models</a>.</p></li> <li><p><a href="https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/safety_checker.py" rel="nofollow"><strong>Safety Checker</strong></a>: ์ด๋ฏธ์ง€ ์ƒ์„ฑ ํ›„ ์ž„๋ฒ ๋”ฉ ๊ณต๊ฐ„์—์„œ ํ•˜๋“œ์ฝ”๋”ฉ๋œ ์œ ํ•ด ๊ฐœ๋… ์ง‘ํ•ฉ์˜ ํด๋ž˜์Šค ํ™•๋ฅ ์„ ๊ฒ€์‚ฌํ•˜๊ณ  ๋น„๊ตํ•ฉ๋‹ˆ๋‹ค. ์ฒดํฌ์–ด์˜ ์—ญ๊ณตํ•™(reverse engineering)์„ ๋ฐฉ์ง€ํ•˜๊ธฐ ์œ„ํ•ด ์œ ํ•ด ๊ฐœ๋…์€ ์˜๋„์ ์œผ๋กœ ์ˆจ๊ฒจ์ ธ ์žˆ์Šต๋‹ˆ๋‹ค.</p></li></ul></li> <li><p><strong>Hub์— ๋‹จ๊ณ„๋ณ„ ๋ฆด๋ฆฌ์Šค</strong>: ํŠนํžˆ ๋ฏผ๊ฐํ•œ ์ƒํ™ฉ์—์„œ๋Š” ์ผ๋ถ€ ์ €์žฅ์†Œ๋กœ์˜ ์ ‘๊ทผ์„ ์ œํ•œํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋‹จ๊ณ„๋ณ„ ๋ฆด๋ฆฌ์Šค๋Š” ์ €์žฅ์†Œ ์ž‘์„ฑ์ž๊ฐ€ ํ•ด๋‹น ์ €์žฅ์†Œ์˜ ์‚ฌ์šฉ์— ๋Œ€ํ•ด ๋” ๋งŽ์€ ์ œ์–ด๋ฅผ ํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋Š” ์ค‘๊ฐ„ ๋‹จ๊ณ„์ž…๋‹ˆ๋‹ค.</p></li> <li><p><strong>๋ผ์ด์„ ์‹ฑ</strong>: <a href="https://huggingface.co/blog/open_rail" rel="nofollow">OpenRAILs</a>๋Š” ์ƒˆ๋กœ์šด ์œ ํ˜•์˜ ๋ผ์ด์„ ์Šค๋กœ, ๋ฌด๋ฃŒ ์ ‘๊ทผ์„ ๋ณด์žฅํ•˜๋Š” ๋™์‹œ์— ๋ณด๋‹ค ์ฑ…์ž„ ์žˆ๋Š” ์‚ฌ์šฉ์„ ๋ณด์žฅํ•˜๊ธฐ ์œ„ํ•œ ์ œํ•œ ์‚ฌํ•ญ์„ ์„ค์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.</p></li></ul> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/diffusers/blob/main/docs/source/en/conceptual/ethical_guidelines.md" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg><!----> <span><span class="underline">Update</span> on GitHub</span></a><!----> <p></p><!--]--><!----><!--]--><!--]--><!--]--> <!--[-1--><!--]--><!--]-->
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