{"id":2934,"date":"2025-12-08T02:26:29","date_gmt":"2025-12-07T18:26:29","guid":{"rendered":"https:\/\/www.tiptinker.com\/is-flux-too-slow-for-you-meet-z-image-turbo\/"},"modified":"2025-12-08T17:16:48","modified_gmt":"2025-12-08T09:16:48","slug":"is-flux-too-slow-for-you-meet-z-image-turbo","status":"publish","type":"post","link":"https:\/\/www.tiptinker.com\/ko\/is-flux-too-slow-for-you-meet-z-image-turbo\/","title":{"rendered":"Z-Image-Turbo: 8\ub2e8\uacc4\ub85c \uc644\uc131\ud558\ub294 \ucd08\uace0\uc18d AI \uc774\ubbf8\uc9c0 \uc0dd\uc131 (ComfyUI \uc124\uce58 \uac00\uc774\ub4dc \ud3ec\ud568)"},"content":{"rendered":"<p><strong>\ucd5c\uace0\uc758 \uc18d\ub3c4\uc640 \ud14d\uc2a4\ud2b8 \ub80c\ub354\ub9c1 \ub2a5\ub825\uc744 \uac16\ucd98 \uc0c8\ub85c\uc6b4 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/strong><\/p>\n<p>\uc0dd\uc131\ud615 AI\uc758 \uc18d\ub3c4 \uacbd\uc7c1\uc774 \uce58\uc5f4\ud574\uc9c0\ub294 \uac00\uc6b4\ub370, \uc54c\ub9ac\ubc14\ubc14\uc758 Tongyi-MAI \ud300\uc774 \ub180\ub77c\uc6b4 \ubaa8\ub378\uc744 \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \ubc14\ub85c <strong>Z-Image-Turbo<\/strong>\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ub2e8 <strong>8\ub2e8\uacc4(8 steps)<\/strong> \ub9cc\uc5d0 \uace0\ud488\uc9c8 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uba70, \ud2b9\ud788 \uc774\ubbf8\uc9c0 \ub0b4 \ud14d\uc2a4\ud2b8(\uc601\uc5b4 \ubc0f \ud55c\uc790) \ud45c\ud604\ub825\uc774 \ub6f0\uc5b4\ub09c \uac83\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc624\ub298\uc740 \uc774 \ud601\uc2e0\uc801\uc778 \ubaa8\ub378\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uacfc <strong>ComfyUI\uc5d0\uc11c \ubc14\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/strong>\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2>\ud83d\ude80 Z-Image-Turbo, \ubb34\uc5c7\uc774 \ud2b9\ubcc4\ud55c\uac00\uc694?<\/h2>\n<h3>1. \uc555\ub3c4\uc801\uc778 \uc18d\ub3c4 (8 Steps)<\/h3>\n<p>\uae30\uc874\uc758 \uace0\ud654\uc9c8 \ubaa8\ub378(Flux \ub4f1)\uc774 \ubcf4\ud1b5 20~30\ub2e8\uacc4\ub97c \ud544\uc694\ub85c \ud588\ub2e4\uba74, Z-Image-Turbo\ub294 <strong>\ub2e8 8\ubc88\uc758 \uc5f0\uc0b0(NFE)<\/strong> \ub9cc\uc73c\ub85c \ud3ec\ud1a0\ub9ac\uc5bc\ub9ac\uc2a4\ud2f1\ud55c \uc774\ubbf8\uc9c0\ub97c \uc644\uc131\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc6a9 GPU(H800)\uc5d0\uc11c\ub294 1\ucd08 \ubbf8\ub9cc, \uc77c\ubc18 \uc18c\ube44\uc790\uc6a9 \uace0\uc131\ub2a5 GPU(16GB VRAM \uad8c\uc7a5)\uc5d0\uc11c\ub3c4 \ub9e4\uc6b0 \ucf8c\uc801\ud55c \uc18d\ub3c4\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>2. \ub6f0\uc5b4\ub09c \ud14d\uc2a4\ud2b8 \ub80c\ub354\ub9c1 (Bilingual)<\/h3>\n<p>\ub300\ubd80\ubd84\uc758 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378\uc774 \ud14d\uc2a4\ud2b8 \ubb18\uc0ac\uc5d0 \uc57d\uc810\uc774 \uc788\ub294 \ubc18\uba74, \uc774 \ubaa8\ub378\uc740 <strong>\uc601\uc5b4\uc640 \uc911\uad6d\uc5b4 \ud14d\uc2a4\ud2b8<\/strong>\ub97c \uc774\ubbf8\uc9c0 \ub0b4\uc5d0 \uc815\ud655\ud558\uac8c \uadf8\ub824\ub0b4\ub294 \ub2a5\ub825\uc774 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. (\ud55c\uae00 \ud14d\uc2a4\ud2b8 \uc9c0\uc6d0 \uc5ec\ubd80\ub294 \uc544\uc9c1 \ubbf8\uc9c0\uc218\uc774\ub098, \ud55c\uc790 \ubb38\ud654\uad8c \ud14d\uc2a4\ud2b8 \ucc98\ub9ac\uc5d0 \uac15\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.)<\/p>\n<h3>3. \ud6a8\uc728\uc801\uc778 \uad6c\uc870<\/h3>\n<p>\ub2e8\uc77c \uc2a4\ud2b8\ub9bc(Single-Stream) DiT \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud30c\ub77c\ubbf8\ud130 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud588\uc2b5\ub2c8\ub2e4. \ub355\ubd84\uc5d0 \ubb34\uac70\uc6b4 \ub4c0\uc5bc \uc2a4\ud2b8\ub9bc \ubaa8\ub378\ubcf4\ub2e4 \uac00\ubccd\uac8c \ub3d9\uc791\ud569\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2>\ud83d\udee0\ufe0f ComfyUI \uc124\uce58 \ubc0f \uc124\uc815 \uac00\uc774\ub4dc<\/h2>\n<p>\uac00\uc7a5 \uac04\ud3b8\ud558\uac8c Z-Image-Turbo\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 <strong>ComfyUI<\/strong>\ub97c \uc774\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc544\ub798 \uc21c\uc11c\ub300\ub85c \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uace0 \ud3f4\ub354\uc5d0 \ub123\uc5b4\uc8fc\uc138\uc694.<\/p>\n<h3>1\ub2e8\uacc4: \ud544\uc218 \ubaa8\ub378 \ud30c\uc77c \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n<p>Hugging Face \uc800\uc7a5\uc18c\uc5d0\uc11c \ub2e4\uc74c \ud30c\uc77c\ub4e4\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4. (\ud30c\uc77c\uba85\uc774 \ub2e4\ub97c \uc218 \uc788\uc73c\ub2c8 \ud655\uc778\ud574 \uc8fc\uc138\uc694)<\/p>\n<ol>\n<li><strong>Text Encoder (\ud14d\uc2a4\ud2b8 \uc778\ucf54\ub354)<\/strong>\n<ul>\n<li><strong>\ud30c\uc77c\uba85<\/strong>: <code>qwen_3_4b.safetensors<\/code><\/li>\n<li><strong>\uc704\uce58<\/strong>: <code>ComfyUI\/models\/text_encoders\/<\/code><\/li>\n<li><em>\ucc38\uace0: Qwen 3.4B \uae30\ubc18\uc758 \uac15\ub825\ud55c \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/em><\/li>\n<\/ul>\n<\/li>\n<li><strong>Diffusion Model (\uba54\uc778 \ubaa8\ub378)<\/strong>\n<ul>\n<li><strong>\ud30c\uc77c\uba85<\/strong>: <code>z_image_turbo_bf16.safetensors<\/code><\/li>\n<li><strong>\uc704\uce58<\/strong>: <code>ComfyUI\/models\/diffusion_models\/<\/code><\/li>\n<li><em>\ucc38\uace0: <code>bf16<\/code> \ubc84\uc804\uc744 \uc0ac\uc6a9\ud574\uc57c \uc131\ub2a5\uacfc \uba54\ubaa8\ub9ac \ud6a8\uc728\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/em><\/li>\n<\/ul>\n<\/li>\n<li><strong>VAE (Variational Autoencoder)<\/strong>\n<ul>\n<li><strong>\ud30c\uc77c\uba85<\/strong>: <code>ae.safetensors<\/code> (Flux 1 VAE)<\/li>\n<li><strong>\uc704\uce58<\/strong>: <code>ComfyUI\/models\/vae\/<\/code><\/li>\n<li><em>\uc774\ubbf8 Flux \ubaa8\ub378\uc744 \uc0ac\uc6a9 \uc911\uc774\ub77c\uba74 \uae30\uc874 VAE\ub97c \uadf8\ub300\ub85c \uc4f0\uc154\ub3c4 \ub429\ub2c8\ub2e4.<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<blockquote><p><strong>\ud83d\udca1 \ub2e4\uc6b4\ub85c\ub4dc \ub9c1\ud06c<\/strong>: <a href=\"https:\/\/huggingface.co\/Tongyi-MAI\/Z-Image-Turbo\">Hugging Face \uacf5\uc2dd \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac<\/a> \ub610\ub294 <a href=\"https:\/\/comfyanonymous.github.io\/ComfyUI_examples\/z_image\/\">ComfyUI \uc608\uc81c \ud398\uc774\uc9c0<\/a>\ub97c \ucc38\uace0\ud558\uc138\uc694.<\/p><\/blockquote>\n<h3>2\ub2e8\uacc4: \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubd88\ub7ec\uc624\uae30<\/h3>\n<p>\ubcf5\uc7a1\ud55c \ub178\ub4dc \uc5f0\uacb0\uc744 \uc9c1\uc811 \ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. ComfyUI \uacf5\uc2dd \uc608\uc81c \uc774\ubbf8\uc9c0\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec ComfyUI \ud654\uba74\uc5d0 <strong>\ub4dc\ub798\uadf8 \uc564 \ub4dc\ub86d(Drag &amp; Drop)<\/strong> \ud558\uba74 \uc124\uc815\uc774 \uc790\ub3d9\uc73c\ub85c \uc644\ub8cc\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/comfyanonymous.github.io\/ComfyUI_examples\/z_image\/\">\uacf5\uc2dd \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc774\ubbf8\uc9c0 \ub2e4\uc6b4\ub85c\ub4dc \ub9c1\ud06c<\/a><\/strong> <em>(\ub9c1\ud06c \uc811\uc18d \ud6c4 \ubcf4\uc774\ub294 \uc608\uc81c \uc774\ubbf8\uc9c0\ub97c \uc800\uc7a5\ud574\uc11c \uc0ac\uc6a9\ud558\uc138\uc694)<\/em><\/li>\n<\/ul>\n<h3>3\ub2e8\uacc4: \uc2e4\ud589 \uc124\uc815 (Pro Tips)<\/h3>\n<p>\uc6cc\ud06c\ud50c\ub85c\uc6b0\uac00 \ub85c\ub4dc\ub418\uba74 \uc544\ub798 \uc124\uc815\uac12\uc744 \ud655\uc778\ud558\uc138\uc694.<\/p>\n<ul>\n<li><strong>Steps<\/strong>: <code>8<\/code> (\uc774 \uc774\uc0c1 \ub192\uc5ec\ub3c4 \ud488\uc9c8 \ucc28\uc774\uac00 \ud06c\uc9c0 \uc54a\uace0 \uc18d\ub3c4\ub9cc \ub290\ub824\uc9d1\ub2c8\ub2e4.)<\/li>\n<li><strong>CFG (Guidance Scale)<\/strong>: <code>1.0<\/code> (Turbo \ubaa8\ub378 \ud2b9\uc131\uc0c1 \ub0ae\uc740 CFG\uac00 \uad8c\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\ud1b5 <code>1.0<\/code> \ub610\ub294 <code>0.0<\/code> \uc124\uc815\uc774 \ub9ce\uc73c\ub2c8 \uacb0\uacfc\ubb3c\uc744 \ubcf4\uba70 \uc870\uc815\ud558\uc138\uc694. \uacf5\uc2dd \ubb38\uc11c\uc5d0\ub294 <code>guidance_scale=0.0<\/code>\uc73c\ub85c \ub418\uc5b4\uc788\uc73c\ub098 ComfyUI \ub178\ub4dc \uc124\uc815\uc5d0 \ub530\ub77c \ub2e4\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4.)<\/li>\n<li><strong>Sampler<\/strong>: <code>euler<\/code> \ub610\ub294 <code>ddim<\/code> \ucd94\ucc9c.<\/li>\n<\/ul>\n<hr \/>\n<h2>\ud83d\udccb \ucd94\ucc9c \ud504\ub86c\ud504\ud2b8 (The Prompt)<\/h2>\n<p>Z-Image-Turbo\uc758 \uc131\ub2a5\uc744 \ud14c\uc2a4\ud2b8\ud574\ubcfc \uc218 \uc788\ub294 \ud504\ub86c\ud504\ud2b8\uc785\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \ubb18\uc0ac \ub2a5\ub825\uc744 \ud655\uc778\ud574\ubcf4\uc138\uc694.<\/p>\n<pre class=\"language-markdown\"><code>**Positive Prompt:**\r\nHyper-realistic photo of a neon sign on a rainy street at night. \r\nThe sign clearly reads \"Z-IMAGE\" in bright blue neon lights. \r\nReflections on the wet asphalt, cyberpunk atmosphere, 8k resolution, cinematic lighting.\r\n\r\n**Negative Prompt:**\r\nblur, low quality, distortion, watermark<\/code><\/pre>\n<hr \/>\n<h2>\u26a0\ufe0f \uc8fc\uc758\uc0ac\ud56d \ubc0f \ud301<\/h2>\n<ul>\n<li><strong>VRAM \uc694\uad6c\uc0ac\ud56d<\/strong>: 16GB VRAM \uc774\uc0c1\uc758 GPU(RTX 3090, 4080, 4090 \ub4f1)\uc5d0\uc11c \uac00\uc7a5 \uc6d0\ud65c\ud558\uac8c \ub3cc\uc544\uac11\ub2c8\ub2e4. VRAM\uc774 \ubd80\uc871\ud558\ub2e4\uba74 ComfyUI \uc2e4\ud589 \uc2dc <code>--lowvram<\/code> \uc635\uc158\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694.<\/li>\n<li><strong>\ud55c\uc790 \ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/strong>: \ud504\ub86c\ud504\ud2b8\uc5d0 \uc911\uad6d\uc5b4(\ud55c\uc790)\ub97c \uc785\ub825\ud558\uba74 \ub180\ub77c\uc6b8 \uc815\ub3c4\ub85c \uc815\ud655\ud558\uac8c \uac04\ud310\uc774\ub098 \ucc45 \ud45c\uc9c0\uc758 \uae00\uc790\ub97c \uc0dd\uc131\ud574\ub0c5\ub2c8\ub2e4. \ub514\uc790\uc778 \uc2dc\uc548 \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub77c\uc774\uc120\uc2a4<\/strong>: Apache 2.0 \ub77c\uc774\uc120\uc2a4\ub97c \ub530\ub974\ubbc0\ub85c \ube44\uad50\uc801 \uc790\uc720\ub86d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<hr \/>\n<h2>\ud83c\udfc1 \ub9c8\uce58\uba70<\/h2>\n<p>Z-Image-Turbo\ub294 **&#8221;\uc18d\ub3c4&#8221;\uc640 &#8220;\uc815\ud655\ud55c \ud14d\uc2a4\ud2b8 \ubb18\uc0ac&#8221;**\ub77c\ub294 \ub450 \ub9c8\ub9ac \ud1a0\ub07c\ub97c \uc7a1\uc740 \ubaa8\ub378\uc785\ub2c8\ub2e4. \ud2b9\ud788 Flux \ubaa8\ub378\uc774 \ub108\ubb34 \ubb34\uac70\uc6cc\uc11c \ubd80\ub2f4\uc2a4\ub7ec\uc6e0\uac70\ub098, \ube60\ub974\uac8c \uc2dc\uc548\uc744 \ubf51\uc544\uc57c \ud558\ub294 \ub514\uc790\uc774\ub108\ub4e4\uc5d0\uac8c \uac15\ub825\ud55c \ub300\uc548\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uae08 \ubc14\ub85c ComfyUI\ub97c \ucf1c\uace0, 8\ub2e8\uacc4\uc758 \ub9c8\ubc95\uc744 \uacbd\ud5d8\ud574 \ubcf4\uc138\uc694!<\/p>\n<blockquote><p><strong>\ub354 \ub9ce\uc740 AI \ud301\uacfc \ud29c\ud1a0\ub9ac\uc5bc\uc774 \ud544\uc694\ud558\uc2e0\uac00\uc694? TipTinker\ub97c \uc990\uaca8\ucc3e\uae30 \ud558\uc138\uc694!<\/strong><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uace0\uc758 \uc18d\ub3c4\uc640 \ud14d\uc2a4\ud2b8 \ub80c\ub354\ub9c1 \ub2a5\ub825\uc744 \uac16\ucd98 \uc0c8\ub85c\uc6b4 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI\uc758 \uc18d\ub3c4 \uacbd\uc7c1\uc774 \uce58\uc5f4\ud574\uc9c0\ub294 \uac00\uc6b4\ub370, \uc54c\ub9ac\ubc14\ubc14\uc758 Tongyi-MAI \ud300\uc774 \ub180\ub77c\uc6b4 \ubaa8\ub378\uc744 \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \ubc14\ub85c Z-Image-Turbo\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ub2e8 8\ub2e8\uacc4(8 steps) \ub9cc\uc5d0 \uace0\ud488\uc9c8 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uba70, \ud2b9\ud788 \uc774\ubbf8\uc9c0 \ub0b4 \ud14d\uc2a4\ud2b8(\uc601\uc5b4 \ubc0f \ud55c\uc790) \ud45c\ud604\ub825\uc774 \ub6f0\uc5b4\ub09c \uac83\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. \uc624\ub298\uc740 \uc774 \ud601\uc2e0\uc801\uc778 \ubaa8\ub378\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uacfc ComfyUI\uc5d0\uc11c \ubc14\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2903,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-2934","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/posts\/2934","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/comments?post=2934"}],"version-history":[{"count":0,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/posts\/2934\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/media\/2903"}],"wp:attachment":[{"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/media?parent=2934"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/categories?post=2934"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tiptinker.com\/ko\/wp-json\/wp\/v2\/tags?post=2934"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}