{"id":2998,"date":"2025-12-07T17:33:14","date_gmt":"2025-12-07T09:33:14","guid":{"rendered":"https:\/\/www.tiptinker.com\/ultimate-guide-to-qwen-image-generation-and-editing-models\/"},"modified":"2025-12-09T17:36:51","modified_gmt":"2025-12-09T09:36:51","slug":"ultimate-guide-to-qwen-image-generation-and-editing-models","status":"publish","type":"post","link":"https:\/\/www.tiptinker.com\/zh-hans\/ultimate-guide-to-qwen-image-generation-and-editing-models\/","title":{"rendered":"Qwen Image \u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u6a21\u578b\u7ec8\u6781\u6307\u5357"},"content":{"rendered":"<p>AI \u56fe\u50cf\u751f\u6210\u9886\u57df\u957f\u671f\u4ee5\u6765\u7531 Midjourney \u548c Stable Diffusion \u7b49\u5de8\u5934\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002\u7136\u800c\uff0c\u6765\u81ea\u901a\u4e49\u5343\u95ee\uff08Qwen\uff09\u56e2\u961f\u7684\u4e00\u4e2a\u91cd\u91cf\u7ea7\u7ade\u4e89\u8005\u5df2\u7ecf\u8fdb\u5165\u4e86\u7ade\u6280\u573a\u3002<\/p>\n<p><strong>Qwen-Image<\/strong> \u4e0d\u4ec5\u4ec5\u662f\u53e6\u4e00\u4e2a\u56fe\u50cf\u751f\u6210\u5668\uff1b\u5b83\u662f\u4e00\u4e2a\u62e5\u6709 <strong>200 \u4ebf\u53c2\u6570<\/strong> \u7684\u5f3a\u5927\u6a21\u578b\uff0c\u65e8\u5728\u89e3\u51b3 AI \u7ed8\u753b\u4e2d\u6700\u4ee4\u4eba\u5934\u75bc\u7684\u95ee\u9898\uff1a\u7cbe\u51c6\u7684\u6587\u5b57\u6e32\u67d3\u3001\u7cbe\u786e\u7684\u6307\u4ee4\u5f0f\u7f16\u8f91\u4ee5\u53ca\u591a\u56fe\u89d2\u8272\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u672c\u6307\u5357\u5c06\u5e26\u60a8\u5168\u9762\u4e86\u89e3 Qwen-Image \u751f\u6001\u7cfb\u7edf\uff0c\u5305\u62ec\u57fa\u7840\u6a21\u578b\u3001\u7f16\u8f91\u6d41\u7a0b\u4ee5\u53ca\u98a0\u8986\u6027\u7684\u201c2509\u201d\u7248\u672c\u66f4\u65b0\u3002<\/p>\n<h3>\u4ec0\u4e48\u662f Qwen-Image\uff1f<\/h3>\n<p><strong>Qwen-Image<\/strong> \u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u89c4\u6a21 20B \u53c2\u6570\u67b6\u6784\u7684\u57fa\u7840\u6a21\u578b\u3002\u4e0e\u90a3\u4e9b\u5728\u590d\u6742\u63d0\u793a\u8bcd\u9762\u524d\u6349\u895f\u89c1\u8098\u7684\u5c0f\u578b\u6a21\u578b\u4e0d\u540c\uff0cQwen-Image \u91c7\u7528\u4e86\u201c\u73b0\u4ee3\u591a\u6a21\u6001\u6269\u6563 Transformer\u201d\uff08MMDiT\uff09\u7ed3\u6784\u3002<\/p>\n<p><strong>\u6838\u5fc3\u4eae\u70b9\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u5353\u8d8a\u7684\u6587\u5b57\u6e32\u67d3\u80fd\u529b\uff1a<\/strong> \u5927\u591a\u6570 AI \u6a21\u578b\u7ecf\u5e38\u62fc\u9519\u5355\u8bcd\u3002Qwen-Image \u64c5\u957f\u5728\u56fe\u50cf\u4e2d\u751f\u6210\u51c6\u786e\u7684\u6587\u672c\uff0c\u4e0d\u4ec5\u652f\u6301\u82f1\u6587\uff0c<strong>\u5bf9\u4e2d\u6587\u5b57\u7b26\u7684\u652f\u6301\u5c24\u4e3a\u51fa\u8272<\/strong>\u3002<\/li>\n<li><strong>\u590d\u6742\u7684\u6784\u56fe\u80fd\u529b\uff1a<\/strong> \u76f8\u6bd4\u8bb8\u591a\u5f00\u6e90\u66ff\u4ee3\u54c1\uff0c\u5b83\u80fd\u66f4\u597d\u5730\u9075\u5faa\u590d\u6742\u7684\u63d0\u793a\u6307\u4ee4\u3002<\/li>\n<li><strong>\u7f16\u8f91\u7684\u57fa\u7840\uff1a<\/strong> \u5b83\u662f\u4e0b\u6587\u6240\u8ff0\u9ad8\u7ea7\u7f16\u8f91\u529f\u80fd\u7684\u57fa\u77f3\u3002<\/li>\n<\/ul>\n<p><em>\u67e5\u770b\u4ee3\u7801\uff1a<\/em> <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image\">Qwen-Image GitHub<\/a> | <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-Image\">Hugging Face \u6a21\u578b\u5361<\/a><\/p>\n<h3>\u7f16\u8f91\u9769\u547d\uff1aQwen-Image-Edit<\/h3>\n<p>\u867d\u7136\u751f\u6210\u56fe\u50cf\u5f88\u6709\u8da3\uff0c\u4f46<em>\u63a7\u5236<\/em>\u5b83\u4eec\u624d\u662f\u4e13\u4e1a\u5de5\u4f5c\u6d41\u7684\u5173\u952e\u3002<strong>Qwen-Image-Edit<\/strong> \u662f\u4e13\u4e3a\u6307\u4ee4\u5f0f\u7f16\u8f91\u8bbe\u8ba1\u7684\u7248\u672c\u3002<\/p>\n<p>\u60a8\u4e0d\u518d\u9700\u8981\u590d\u6742\u7684\u5c40\u90e8\u91cd\u7ed8\uff08In-painting\uff09\u906e\u7f69\uff0c\u53ea\u9700\u63d0\u4f9b\u4e00\u5f20\u56fe\u7247\u548c\u4e00\u6761\u6587\u672c\u6307\u4ee4\uff0c\u4f8b\u5982*\u201c\u628a\u5154\u5b50\u7684\u989c\u8272\u6539\u6210\u7d2b\u8272\u201d<em>\u6216<\/em>\u201c\u8ba9\u5b83\u770b\u8d77\u6765\u50cf\u7d20\u63cf\u201d*\uff0c\u6a21\u578b\u5c31\u4f1a\u81ea\u52a8\u6267\u884c\u3002<\/p>\n<p><strong>\u4e24\u79cd\u7f16\u8f91\u6a21\u5f0f\uff1a<\/strong><\/p>\n<ol>\n<li><strong>\u8bed\u4e49\u7f16\u8f91\uff08Semantic Editing\uff09\uff1a<\/strong> \u6539\u53d8\u56fe\u50cf\u7684\u201c\u542b\u4e49\u201d\uff08\u4f8b\u5982\u628a\u732b\u53d8\u6210\u72d7\uff09\uff0c\u540c\u65f6\u4fdd\u6301\u6784\u56fe\u4e0d\u53d8\u3002<\/li>\n<li><strong>\u5916\u89c2\u7f16\u8f91\uff08Appearance Editing\uff09\uff1a<\/strong> \u6539\u53d8\u7ec6\u8282\uff08\u98ce\u683c\u3001\u989c\u8272\u3001\u5149\u7167\uff09\uff0c\u540c\u65f6\u4fdd\u6301\u4e3b\u4f53\u5b8c\u5168\u4e00\u81f4\u3002<\/li>\n<\/ol>\n<p><em>\u8bd5\u7528\u6a21\u578b\uff1a<\/em> <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-Image-Edit\">Hugging Face \u4e0a\u7684 Qwen-Image-Edit<\/a><\/p>\n<h3>\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\uff1aQwen-Image-Edit-2509<\/h3>\n<p>\u4f5c\u4e3a\u4e00\u6b21\u91cd\u5927\u66f4\u65b0\u53d1\u5e03\u7684 <strong>2509 \u7248\u672c<\/strong>\uff08\u6307\u4ee3\u53d1\u5e03\u65e5\u671f\uff09\u6781\u5927\u5730\u63d0\u5347\u4e86\u4e00\u81f4\u6027\u3002\u5982\u679c\u60a8\u5bf9 AI \u5de5\u4f5c\u6d41\u662f\u8ba4\u771f\u7684\uff0c<strong>\u8fd9\u662f\u60a8\u5e94\u8be5\u4f7f\u7528\u7684\u7248\u672c\u3002<\/strong><\/p>\n<p><strong>\u4e3a\u4ec0\u4e48 2509 \u7248\u672c\u66f4\u5f3a\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u591a\u56fe\u652f\u6301\uff08Multi-Image Support\uff09\uff1a<\/strong> \u8fd9\u662f\u4e00\u4e2a\u6740\u624b\u7ea7\u529f\u80fd\u3002\u60a8\u53ef\u4ee5\u8f93\u5165\u591a\u5f20\u53c2\u8003\u56fe\uff08\u4f8b\u5982\uff1a\u4e00\u4e2a\u4eba + \u4e00\u4e2a\u4ea7\u54c1\uff09\uff0c\u6a21\u578b\u4f1a\u667a\u80fd\u5730\u5c06\u5b83\u4eec\u878d\u5408\u3002\u8fd9\u975e\u5e38\u9002\u5408\u5c06\u7279\u5b9a\u89d2\u8272\u653e\u5165\u4e0d\u540c\u7684\u573a\u666f\u4e2d\u3002<\/li>\n<li><strong>\u8eab\u4efd\u4fdd\u6301\uff08Identity Preservation\uff09\uff1a<\/strong> \u5b83\u5927\u5e45\u63d0\u9ad8\u4e86\u9762\u90e8\u4e00\u81f4\u6027\uff0c\u4f7f\u5176\u80fd\u591f\u7528\u4e8e\u521b\u4f5c\u8fde\u8d2f\u7684\u6f2b\u753b\u89d2\u8272\u6216\u6545\u4e8b\u677f\u3002<\/li>\n<li><strong>\u539f\u751f ControlNet \u652f\u6301\uff1a<\/strong> \u5b83\u539f\u751f\u652f\u6301\u6df1\u5ea6\u56fe\u3001\u8fb9\u7f18\u68c0\u6d4b\u548c\u59ff\u6001\u63a7\u5236\uff0c\u4e3a\u60a8\u63d0\u4f9b\u5bf9\u8f93\u51fa\u7ed3\u6784\u7684\u7cbe\u7ec6\u63a7\u5236\u3002<\/li>\n<\/ul>\n<p><em>\u83b7\u53d6\u6700\u65b0\u7248\u672c\uff1a<\/em> <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-Image-Edit-2509\">Qwen-Image-Edit-2509<\/a><\/p>\n<h3>\u5982\u4f55\u4f7f\u7528 Qwen-Image (ComfyUI \u4e0e Python)<\/h3>\n<p>\u60a8\u4e0d\u9700\u8981\u6210\u4e3a\u7f16\u7a0b\u4e13\u5bb6\u4e5f\u80fd\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u3002\u793e\u533a\u5df2\u7ecf\u8fc5\u901f\u9002\u914d\u4e86\u5b83\u4eec\u3002<\/p>\n<p><strong>\u65b9\u6cd5 1\uff1aComfyUI\uff08\u827a\u672f\u5bb6\u63a8\u8350\uff09<\/strong><br \/>\n\u8fd0\u884c Qwen-Image \u6700\u7075\u6d3b\u7684\u65b9\u5f0f\u662f\u901a\u8fc7 ComfyUI\uff0c\u8fd9\u662f Stable Diffusion \u7684\u8282\u70b9\u5f0f\u754c\u9762\u3002<\/p>\n<ol>\n<li>\u4ece\u4e0a\u9762\u7684 Hugging Face \u94fe\u63a5\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u6587\u4ef6 (<code>.safetensors<\/code>)\u3002<\/li>\n<li>\u5c06\u5b83\u4eec\u653e\u5165\u60a8\u7684 <code>ComfyUI\/models\/diffusion_models<\/code> \u6587\u4ef6\u5939\u4e2d\u3002<\/li>\n<li>\u5c06\u5b98\u65b9\u793a\u4f8b\u9875\u9762\u4e2d\u7684\u5de5\u4f5c\u6d41\u56fe\u7247\u62d6\u653e\u5230\u60a8\u7684 ComfyUI \u7a97\u53e3\u4e2d\u5373\u53ef\u52a0\u8f7d\u3002<\/li>\n<\/ol>\n<p><em>\u67e5\u770b ComfyUI \u5de5\u4f5c\u6d41\uff1a<\/em> <a href=\"https:\/\/comfyanonymous.github.io\/ComfyUI_examples\/qwen_image\/\">Qwen Image ComfyUI \u793a\u4f8b<\/a><\/p>\n<p><strong>\u65b9\u6cd5 2\uff1aPython\uff08\u5f00\u53d1\u8005\u9002\u7528\uff09<\/strong><br \/>\n\u60a8\u53ef\u4ee5\u4f7f\u7528 <code>diffusers<\/code> \u5e93\u5728\u672c\u5730\u8fd0\u884c\u6a21\u578b\u3002<\/p>\n<pre><code class=\"language-python\">from diffusers import QwenImageEditPlusPipeline\r\nimport torch\r\n\r\n# \u52a0\u8f7d 2509 \u6d41\u6c34\u7ebf\r\npipeline = QwenImageEditPlusPipeline.from_pretrained(\r\n    \"Qwen\/Qwen-Image-Edit-2509\", \r\n    torch_dtype=torch.bfloat16\r\n).to(\"cuda\")\r\n\r\n# \u5728\u6b64\u5904\u7f16\u5199\u60a8\u7684\u7f16\u8f91\u903b\u8f91...\r\n<\/code><\/pre>\n<p>Qwen-Image \u4ee3\u8868\u4e86\u5f00\u653e\u6743\u91cd AI \u6a21\u578b\u7684\u4e00\u6b21\u91cd\u5927\u98de\u8dc3\u3002\u5176\u5904\u7406\u6587\u5b57\uff08\u5c24\u5176\u662f\u4e2d\u6587\uff09\u7684\u80fd\u529b\u4ee5\u53ca\u5148\u8fdb\u7684\u201c2509\u201d\u7f16\u8f91\u529f\u80fd\uff0c\u4f7f\u5176\u6210\u4e3a AI \u827a\u672f\u5bb6\u548c\u5f00\u53d1\u8005\u7684\u5fc5\u5907\u5de5\u5177\u3002\u65e0\u8bba\u60a8\u662f\u5728\u521b\u5efa\u4e00\u81f4\u7684\u89d2\u8272\u8d44\u4ea7\uff0c\u8fd8\u662f\u4ec5\u4ec5\u9700\u8981\u4e00\u4e2a\u4e0d\u4f1a\u62fc\u9519\u5b57\u7684\u56fe\u50cf\u751f\u6210\u5668\uff0c\u901a\u4e49\u5343\u95ee Qwen \u90fd\u80fd\u6ee1\u8db3\u60a8\u7684\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u56fe\u50cf\u751f\u6210\u9886\u57df\u957f\u671f\u4ee5\u6765\u7531 Midjourney \u548c Stable Diffusion \u7b49\u5de8\u5934\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002\u7136\u800c\uff0c\u6765\u81ea\u901a\u4e49\u5343\u95ee\uff08Qwen\uff09\u56e2\u961f\u7684\u4e00\u4e2a\u91cd\u91cf\u7ea7\u7ade\u4e89\u8005\u5df2\u7ecf\u8fdb\u5165\u4e86\u7ade\u6280\u573a\u3002 Qwen-Image \u4e0d\u4ec5\u4ec5\u662f\u53e6\u4e00\u4e2a\u56fe\u50cf\u751f\u6210\u5668\uff1b\u5b83\u662f\u4e00\u4e2a\u62e5\u6709 200 \u4ebf\u53c2\u6570 \u7684\u5f3a\u5927\u6a21\u578b\uff0c\u65e8\u5728\u89e3\u51b3 AI \u7ed8\u753b\u4e2d\u6700\u4ee4\u4eba\u5934\u75bc\u7684\u95ee\u9898\uff1a\u7cbe\u51c6\u7684\u6587\u5b57\u6e32\u67d3\u3001\u7cbe\u786e\u7684\u6307\u4ee4\u5f0f\u7f16\u8f91\u4ee5\u53ca\u591a\u56fe\u89d2\u8272\u4e00\u81f4\u6027\u3002 \u672c\u6307\u5357\u5c06\u5e26\u60a8\u5168\u9762\u4e86\u89e3 Qwen-Image 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