{"id":21374,"date":"2025-12-02T19:22:06","date_gmt":"2025-12-02T11:22:06","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=21374"},"modified":"2025-12-02T19:29:02","modified_gmt":"2025-12-02T11:29:02","slug":"2637","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2637.html","title":{"rendered":"ComfyUI x Hunyuan Video 1.5\uff1a16GB VRAM \u4ee5\u5716\u751f\u5f71\u89d2\u8272\u52d5\u756b\u751f\u6210\uff08\u9644\u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u60f3\u5728\u672c\u5730\u7528<strong>\u55ae\u5f35\u89d2\u8272\u7acb\u7e6a<\/strong>\uff0c\u751f\u6210\u300c\u540c\u4e00\u89d2\u8272\u3001\u4e0d\u540c\u52d5\u4f5c\u300d\u7684\u77ed\u7bc7\u89d2\u8272\u52d5\u756b\uff1f\u9019\u7bc7\u5e36\u4f60\u7528 ComfyUI \u63d0\u4f9b\u4e14\u7d93\u7531\u7ad9\u9577\u6211\u7c21\u55ae\u6539\u9020\u7684 <strong>HunyuanVideo 1.5 Image-to-Video<\/strong> \u5de5\u4f5c\u6d41\uff0c\u5728 <strong>ComfyUI<\/strong> \u88e1\u5b8c\u6210<strong>\u4ee5\u5716\u751f\u5f71\uff0b\u89d2\u8272\u5916\u89c0\u4e00\u81f4<\/strong>\u7684\u52d5\u756b\u751f\u6210\u6d41\u7a0b\uff1a\u7d66\u6a21\u578b\u4e00\u5f35\u89d2\u8272\u5716\uff0c\u518d\u7528\u4e2d\u6587\u63d0\u793a\u8a5e\u63cf\u8ff0\u52d5\u4f5c\u8207\u8868\u60c5\uff0c\u5c31\u80fd\u8f38\u51fa\u7d04\u4efb\u610f\u9577\u5ea6\u7684\u89d2\u8272\u52d5\u614b\u5f71\u7247\u3002<\/p>\n<p><strong>HunyuanVideo-1.5\uff08\u9a30\u8a0a\u6df7\u5143Video-1.5\uff09<\/strong>\u662f\u4e00\u6b3e\u4ee5\u7d04 8.3B \u53c3\u6578\u69cb\u6210\u7684\u8f15\u91cf\u7d1a\u5f71\u7247\u751f\u6210\u6a21\u578b\uff0c\u4f46\u96d6\u7136\u6a21\u578b\u9ad4\u7a4d\u5c0f\u5de7\uff0c\u5176\u5728\u756b\u8cea\u7d30\u7bc0\u3001\u52d5\u4f5c\u9023\u8cab\u6027\u8207\u6574\u9ad4\u8996\u89ba\u8868\u73fe\u4e0a\u537b\u80fd\u903c\u8fd1\u65d7\u8266\u7d1a\u5225\u7684\u7d50\u679c\u3002\u5b83\u5728\u8a2d\u8a08\u6642\u7279\u5225\u5f37\u8abf\u6548\u80fd\u8207\u53ef\u7528\u6027\uff0c\u91dd\u5c0d\u6d88\u8cbb\u7d1a GPU \u9032\u884c\u4e86\u6df1\u5ea6\u512a\u5316\uff0c\u4f7f\u5f97\u4e00\u822c\u5275\u4f5c\u8005\u6216\u958b\u767c\u8005\u4e5f\u80fd\u5728\u55ae\u5f35\u986f\u5361\u74b0\u5883\u4e2d\u5b8c\u6210\u9ad8\u6548\u7387\u63a8\u7406\uff0c\u4e0d\u5fc5\u4f9d\u8cf4\u5927\u578b\u4f3a\u670d\u5668\u6216\u6602\u8cb4\u786c\u9ad4\u3002\u6a21\u578b\u540c\u6642\u652f\u63f4 T2V\uff08\u6587\u751f\u5f71\uff09 \u8207 I2V\uff08\u5716\u751f\u5f71\uff09 \u5169\u7a2e\u5e38\u898b\u6a21\u5f0f\uff0c\u8b93\u4f7f\u7528\u8005\u4e0d\u8ad6\u662f\u5f9e\u96f6\u69cb\u601d\u756b\u9762\uff0c\u6216\u5e0c\u671b\u66ff\u975c\u614b\u5716\u88dc\u8db3\u52d5\u614b\u6548\u679c\uff0c\u90fd\u80fd\u4f9d\u9700\u6c42\u9078\u64c7\u5408\u9069\u6d41\u7a0b\u3002\u9019\u6b21\u793a\u7bc4\u5c07\u6703\u4ee5 I2V \u6a21\u5f0f\u9032\u884c\u3002<\/p>\n<p>\u672c\u6b21\u5be6\u6e2c\u74b0\u5883\u70ba\uff1a<\/p>\n<ul>\n<li>\u986f\u793a\u5361\uff1a<strong>RTX 5070 Ti 16GB VRAM<\/strong><\/li>\n<li>\u8a18\u61b6\u9ad4\uff1a<strong>64GB RAM<\/strong><\/li>\n<li>\u5f71\u7247\u89e3\u6790\u5ea6\uff1a<strong>496\u00d7720\uff08\u7e31\u5411 720P\uff09<\/strong><\/li>\n<li>\u6bcf\u90e8\u5f71\u7247\u9577\u5ea6\uff1a\u7d04 <strong>121 \u5e40\uff2024 FPS \u2252 5 \u79d2<\/strong><\/li>\n<li>\u5be6\u969b\u751f\u6210\u6642\u9593\uff1a\u7d04 <strong>300 \u79d2\u751f\u6210 5 \u79d2\u5f71\u7247<\/strong>\uff0c\u4e5f\u5c31\u662f<strong>\u5e73\u5747\u6bcf 1 \u79d2\u5f71\u7247 \u2252 1 \u5206\u9418\u751f\u6210\u6642\u9593<\/strong><\/li>\n<\/ul>\n<p>\u672c\u6587\u63d0\u4f9b\u53ef\u76f4\u63a5\u532f\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u8207\u76f8\u95dc\u53c3\u6578\u8aaa\u660e\uff0c\u4e26\u5728\u6700\u5f8c\u5be6\u6e2c\u4e94\u7d44\u4e2d\u6587\u63d0\u793a\u8a5e\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u74b0\u5883\u914d\u7f6e\u8207\u6a21\u578b\u653e\u7f6e<\/span><\/h2>\n<p>\u8acb\u5148\u5b8c\u6210 ComfyUI \u7684\u57fa\u672c\u5b89\u88dd\u4e26\u80fd\u9806\u5229\u555f\u52d5\u4ecb\u9762<a href=\"https:\/\/mnya.tw\/cc\/word\/2407.html\" target=\"_blank\" rel=\"noopener\">\uff08\u6559\u5b78\u9ede\u6211\uff09<\/a>\u3002\u63a5\u8457\uff0c\u9700\u8981\u4e0b\u8f09\u4e26\u653e\u7f6e HunyuanVideo 1.5 \u6240\u9700\u7684\u6a21\u578b\u8207\u7de8\u78bc\u5668\u3002<\/p>\n<div id=\"model-response-message-contentr_e3beaacec4c019f5\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\" aria-live=\"polite\" aria-busy=\"false\">\n<p data-path-to-node=\"3\">HunyuanVideo 1.5 \u7684\u5f71\u50cf\u751f\u6210\u6d41\u7a0b\u4ef0\u8cf4\u65bc\u5e7e\u500b\u95dc\u9375\u6a21\u578b\u8207\u7de8\u78bc\u5668\uff1a<strong>Diffusion\uff08UNet \u6a21\u578b\uff09<\/strong>\u662f\u6838\u5fc3\u7d44\u4ef6\uff0c\u63a1\u7528 720P Image-to-Video \u63a8\u7406\u6a21\u578b\uff0c\u5c08\u9580\u8ca0\u8cac\u751f\u6210\u6574\u6bb5\u5f71\u7247\u7684\u5167\u5bb9\u8207\u52d5\u4f5c\u3002<b>VAE<\/b> \u5247\u4f7f\u7528\u5c08\u9580\u7684 3D VAE \u6b0a\u91cd\uff0c\u5176\u4f5c\u7528\u662f\u5c07\u6f5b\u7a7a\u9593\u7279\u5fb5\uff08Latent Features\uff09\u89e3\u78bc\u6210\u591a\u5e40\u5f71\u50cf\uff0c\u4e26\u540c\u6642\u5728\u7a7a\u9593\u548c\u6642\u9593\u7dad\u5ea6\u4e0a\u9032\u884c\u9ad8\u6548\u58d3\u7e2e\u3002\u5728\u6587\u672c\u7406\u89e3\u65b9\u9762\uff0c\u6a21\u578b\u900f\u904e <b>DualCLIPLoader<\/b> \u8f09\u5165 <b>Qwen 2.5 VL<\/b> \u8207 <b>ByT5<\/b> \u4f5c\u70ba <b>Text Encoders<\/b>\uff0c\u8ce6\u4e88\u5176\u76f4\u63a5\u7406\u89e3\u4e2d\u6587\u548c\u82f1\u6587\u81ea\u7136\u8a9e\u53e5\u63cf\u8ff0\u63d0\u793a\u8a5e\u7684\u80fd\u529b\u3002\u6700\u5f8c\uff0c\u70ba\u4e86\u4fdd\u6301\u5f71\u7247\u4e2d\u89d2\u8272\u5916\u89c0\u7684\u7a69\u5b9a\u8207\u4e00\u81f4\u6027\uff0c\u7cfb\u7d71\u4f7f\u7528 <b>sigclip_vision_patch14_384<\/b> \u642d\u914d <b>CLIPVisionEncode<\/b> \u4f86\u8655\u7406\u89d2\u8272\u7acb\u7e6a\uff0c\u5c07\u5176\u8f49\u63db\u6210\u8996\u89ba\u7279\u5fb5\uff0c\u4f5c\u70ba\u4fdd\u6301\u89d2\u8272\u7279\u5fb5\u7d71\u4e00\u6027\u7684\u95dc\u9375\u8f38\u5165\u3002<\/p>\n<\/div>\n<h3>\u6a21\u578b\u8207\u8def\u5f91<\/h3>\n<ul>\n<li>Diffusion\uff08UNet\uff09\uff1a<code>hunyuanvideo1.5_720p_i2v_cfg_distilled_fp8_scaled.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/tree\/main\/split_files\/diffusion_models\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/diffusion_models\/<\/code><\/li>\n<li>VAE\uff1a<code>hunyuanvideo15_vae_fp16.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/tree\/main\/split_files\/vae\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/vae\/<\/code><\/li>\n<li>Text Encoders\uff1a<code>qwen_2.5_vl_7b_fp8_scaled.safetensors<\/code>\u3001<code>byt5_small_glyphxl_fp16.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/tree\/main\/split_files\/text_encoders\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/text_encoders\/<\/code><\/li>\n<li>CLIP Vision\uff1a<code>sigclip_vision_patch14_384.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/tree\/main\/split_files\/clip_vision\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/clip_vision\/<\/code><\/li>\n<\/ul>\n<h2><span style=\"color: #0000ff;\">\u5de5\u4f5c\u6d41\u91cd\u9ede\u8207\u53c3\u6578\u8a2d\u8a08<\/span><\/h2>\n<p>\u9019\u6b21\u7684\u5de5\u4f5c\u6d41\u5c07\u300c\u8f09\u5165\u6a21\u578b \u2192 \u89d2\u8272\u7acb\u7e6a \u2192 \u4e2d\u6587\u63d0\u793a\u8a5e \u2192 \u5f71\u7247\u751f\u6210 \u2192 \u532f\u51fa\u300d\u6574\u7406\u6210\u6613\u61c2\u7684\u56db\u6b65\u9a5f\uff1a<\/p>\n<ol>\n<li><strong>Step 1 \u2013 \u8f09\u5165\u6a21\u578b\uff08Step 1 - Load models\uff09<\/strong><\/li>\n<li><strong>Step 2 \u2013 \u532f\u5165\u8d77\u59cb\u5f71\u50cf\uff08Step 2 - Upload start_image\uff09<\/strong><\/li>\n<li><strong>Step 3 \u2013 \u8f38\u5165\u63d0\u793a\u8a5e\uff08Step 3 - Prompt\uff09<\/strong><\/li>\n<li><strong>Step 4 \u2013 \u8a2d\u5b9a\u5f71\u7247\u5c3a\u5bf8\u8207\u9577\u5ea6\uff08Step 4 - Video Size\uff09<\/strong><\/li>\n<\/ol>\n<p>\u4ee5\u4e0b\u4f9d\u5340\u584a\u8aaa\u660e\u91cd\u9ede\u3002<\/p>\n<h3>Step 1\uff1a\u8f09\u5165\u6a21\u578b\u8207\u52a0\u901f\u7bc0\u9ede<\/h3>\n<ul>\n<li><strong>UNETLoader<\/strong>\uff1a\u8f09\u5165 HunyuanVideo 1.5 I2V \u7684\u4e3b\u6a21\u578b\u6b0a\u91cd\uff0c\u6c7a\u5b9a\u5f71\u7247\u7684\u6574\u9ad4\u756b\u98a8\u8207\u52d5\u4f5c\u8868\u73fe\u3002<\/li>\n<li><strong>VAELoader<\/strong>\uff1a\u8f09\u5165 HunyuanVideo \u5c08\u7528 VAE\uff0c\u8acb\u52ff\u96a8\u610f\u63db\u6210\u5176\u4ed6 VAE\uff0c\u4ee5\u907f\u514d\u5c3a\u5bf8\u6216\u6642\u9593\u58d3\u7e2e\u4e0d\u76f8\u5bb9\u7684\u554f\u984c\u3002<\/li>\n<li><strong>DualCLIPLoader<\/strong>\uff1a\u540c\u6642\u8f09\u5165 Qwen 2.5 VL \u8207 ByT5\uff0c\u53ef\u76f4\u63a5\u7528\u4e2d\u6587\u63cf\u8ff0\u52d5\u4f5c\u3001\u8868\u60c5\u8207\u93e1\u982d\u611f\u3002<\/li>\n<li><strong>CLIPVisionLoader<\/strong>\uff1a\u70ba\u5f8c\u7e8c\u7684 <code>CLIPVisionEncode<\/code> \u63d0\u4f9b\u6b0a\u91cd\uff0c\u8ca0\u8cac\u628a\u53c3\u8003\u5716\u8f49\u6210\u8996\u89ba\u8a9e\u610f\u3002<\/li>\n<li><strong>EasyCache<\/strong>\uff1a\u9078\u7528\u7684\u52a0\u901f\u7bc0\u9ede\u3002\u555f\u7528\u5f8c\u53ef\u4ee5\u660e\u986f\u7e2e\u77ed\u751f\u6210\u6642\u9593\uff0c\u4f46\u6703\u7565\u5fae\u72a7\u7272\u756b\u9762\u7d30\u7bc0\u8207\u7a69\u5b9a\u5ea6\u3002\u5de5\u4f5c\u6d41\u4e2d\u5df2\u6709\u5099\u8a3b\uff0c\u53ef\u7528 <kbd>Ctrl + B<\/kbd> \u5feb\u901f\u958b\u95dc\u3002<\/li>\n<\/ul>\n<h3>Step 2\uff1a\u532f\u5165\u8d77\u59cb\u89d2\u8272\u5716\uff08\u4ee5\u5716\u751f\u5f71\u7684\u57fa\u790e\uff09<\/h3>\n<p>\u5728 <code>Step 2 - Upload start_image<\/code> \u7fa4\u7d44\u4e2d\uff0c\u4f60\u6703\u770b\u5230\uff1a<\/p>\n<ul>\n<li><strong>LoadImage<\/strong>\uff1a\u8f09\u5165\u4f5c\u70ba\u53c3\u8003\u7684\u89d2\u8272\u7acb\u7e6a\u6216\u63d2\u756b\uff0c\u4f5c\u70ba\u8d77\u59cb\u5e40\u3002<\/li>\n<li><strong>CLIPVisionEncode<\/strong>\uff1a\u900f\u904e CLIP Vision \u5c07\u9019\u5f35\u5716\u7de8\u78bc\u6210\u7279\u5fb5\u5411\u91cf\uff0c\u8f38\u5165\u5230 <code>HunyuanVideo15ImageToVideo<\/code>\u3002<\/li>\n<\/ul>\n<p><strong>\u89d2\u8272\u4e00\u81f4\u6027\u7684\u6838\u5fc3<\/strong>\u5c31\u4f86\u81ea\u9019\u88e1\uff1aHunyuanVideo \u6703\u6839\u64da\u9019\u5f35\u8d77\u59cb\u5716\uff0c\u7dad\u6301\u89d2\u8272\u7684\u9aee\u8272\u3001\u81c9\u578b\u3001\u670d\u88dd\u8207\u6574\u9ad4\u98a8\u683c\uff0c\u63a5\u8457\u624d\u4f9d\u7167\u6587\u5b57\u63d0\u793a\u8b93\u89d2\u8272\u52d5\u8d77\u4f86\u3002<\/p>\n<h3>Step 3\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\uff08Positive \/ Negative\uff09<\/h3>\n<p>\u5728 <code>Step 3 - Prompt<\/code> \u7fa4\u7d44\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u8f38\u5165\u4e2d\u6587\u53e5\u5b50\uff1a<\/p>\n<ul>\n<li><strong>CLIP Text Encode\uff08Positive Prompt\uff09<\/strong>\uff1a<br \/>\n\u9019\u88e1\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0<strong>\u52d5\u4f5c\u3001\u8868\u60c5\u3001\u93e1\u982d\u611f\u8207\u6c1b\u570d<\/strong>\uff0c\u4f8b\u5982\uff1a\u300c\u5c0d\u8457\u93e1\u982d\u6bd4\u8b9a\u3001\u5145\u6eff\u81ea\u4fe1\u300d\u3001\u300c\u8d70\u8def\u6642\u5fae\u98a8\u5439\u52d5\u982d\u9aee\u3001\u80cc\u666f\u6709\u67d4\u548c\u666f\u6df1\u300d\u7b49\u3002<\/li>\n<li><strong>CLIP Text Encode\uff08Negative Prompt\uff09<\/strong>\uff1a<br \/>\n\u53ef\u9078\u64c7\u586b\u5165\u4f60\u4e0d\u60f3\u51fa\u73fe\u7684\u5143\u7d20\uff0c\u4f8b\u5982\u300c\u756b\u9762\u6296\u52d5\u3001\u81c9\u90e8\u8b8a\u5f62\u3001\u591a\u9918\u80a2\u9ad4\u3001\u756b\u8cea\u6a21\u7cca\u300d\u7b49\uff1b\u82e5\u61f6\u5f97\u8abf\u6821\uff0c\u53ef\u4ee5\u5148\u7559\u7a7a\u6e2c\u8a66\u3002<\/li>\n<\/ul>\n<p>HunyuanVideo 1.5 \u7684\u6587\u672c\u6a21\u7d44\u672c\u8eab\u5c31\u5c0d\u4e2d\u6587\u512a\u5316\u826f\u597d\uff0c\u7121\u9700\u7279\u6b8a tag \u8a9e\u6cd5\uff0c\u76f4\u63a5\u5beb\u60c5\u5883\u8207\u52d5\u4f5c\u5373\u53ef\u3002<\/p>\n<h3>Step 4\uff1a\u5f71\u7247\u89e3\u6790\u5ea6\u8207\u9577\u5ea6\u8a2d\u5b9a<\/h3>\n<p>\u5728 <code>Step 4 - Video Size<\/code> \u7fa4\u7d44\u4e2d\uff0c\u7531 <strong>HunyuanVideo15ImageToVideo<\/strong> \u7bc0\u9ede\u8ca0\u8cac\u63a7\u5236\uff1a<\/p>\n<ul>\n<li><strong>\u5bec\u5ea6 \/ \u9ad8\u5ea6<\/strong>\uff1a\u672c\u6b21\u8a2d\u5b9a\u70ba <strong>496 \u00d7 720<\/strong>\uff0c\u63a5\u8fd1\u76f4\u5411 720P\uff0c\u5c0d 16GB VRAM \u4f86\u8aaa\u76f8\u5c0d\u7a69\u5b9a\u4e14\u5feb\u901f\u3002<\/li>\n<li><strong>\u5e40\u6578\uff08Frames\uff09<\/strong>\uff1a\u8a2d\u5b9a\u70ba <strong>121 \u5e40<\/strong>\uff0c\u4e4b\u5f8c\u4ee5 <strong>24 FPS<\/strong> \u5408\u6210\u5f71\u7247\uff0c\u55ae\u652f\u7d04 <strong>5 \u79d2<\/strong>\u3002<\/li>\n<li><strong>Batch Size<\/strong>\uff1a\u4fdd\u6301 <strong>1<\/strong>\uff0c\u65b9\u4fbf\u63a7\u5236\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\u3002<\/li>\n<\/ul>\n<h3>\u53d6\u6a23\u5668\u8207\u5f71\u7247\u8f38\u51fa<\/h3>\n<p>\u5f8c\u534a\u6bb5\u7684 <code>Custom Sampler<\/code> \u5340\u584a\u5247\u8ca0\u8cac\u53d6\u6a23\u8207\u89e3\u78bc\uff1a<\/p>\n<ul>\n<li><strong>ModelSamplingSD3<\/strong>\uff1a\u5c07\u6a21\u578b\u5305\u88dd\u6210 SD3 \u53d6\u6a23\u6d41\u7a0b\u53ef\u7528\u7684\u7d50\u69cb\u3002<\/li>\n<li><strong>CFGGuider<\/strong>\uff1a\u63a5\u6536\u6b63\u5411\uff0f\u53cd\u5411\u689d\u4ef6\uff0c\u9019\u88e1 <strong>CFG Scale \u8a2d\u70ba 1<\/strong>\uff0cI2V \u6a21\u5f0f\u4e0b\u904e\u9ad8 CFG \u53cd\u800c\u5bb9\u6613\u5e36\u4f86\u6296\u52d5\u3002<\/li>\n<li><strong>BasicScheduler<\/strong>\uff1a\u6392\u7a0b\u6a21\u5f0f\u70ba <code>simple<\/code>\uff0c\u6b65\u6578 <strong>20<\/strong>\u3002<\/li>\n<li><strong>KSamplerSelect<\/strong>\uff1a\u4f7f\u7528 <code>euler<\/code> \u53d6\u6a23\u5668\u3002<\/li>\n<li><strong>RandomNoise<\/strong>\uff1a\u56fa\u5b9a\u7a2e\u5b50\u53ef\u91cd\u73fe\u540c\u4e00\u500b\u7d50\u679c\uff0c\u6539\u7528\u96a8\u6a5f\u5247\u80fd\u5728\u540c\u6307\u4ee4\u4e0b\u7522\u751f\u7565\u6709\u5dee\u7570\u7684\u7248\u672c\u3002<\/li>\n<li><strong>SamplerCustomAdvanced<\/strong>\uff1a\u57f7\u884c\u5b8c\u6574\u591a\u6b65\u9a5f\u53bb\u566a\uff0c\u5c07\u6f5b\u7a7a\u9593\u7d50\u679c\u9001\u5f80 VAE \u89e3\u78bc\u7bc0\u9ede\u3002<\/li>\n<li><strong>VAEDecode \/ VAEDecodeTiled<\/strong>\uff1a\u8ca0\u8cac\u5c07\u6f5b\u7a7a\u9593\u9084\u539f\u70ba\u9010\u5e40\u5f71\u50cf\u3002<\/li>\n<li><strong>CreateVideo<\/strong>\uff1a\u4ee5 <strong>24 FPS<\/strong> \u5408\u6210\u5f71\u683c\u3002<\/li>\n<li><strong>SaveVideo<\/strong>\uff1a\u8f38\u51fa\u70ba <strong>H.264 \u7de8\u78bc mp4<\/strong>\uff0c\u5132\u5b58\u65bc\u6307\u5b9a\u4f4d\u5740\uff08\u4f8b\u5982 <code>HunyuanVideo1.5\/ComfyUI<\/code>\uff09\u3002<\/li>\n<\/ul>\n<h3>\u751f\u6210\u6642\u9593\u8207\u6548\u80fd\u89c0\u5bdf<\/h3>\n<p>\u5728 RTX 5070 Ti 16GB\u3001496\u00d7720\u3001121 \u5e40\u300120 \u6b65\u7684\u8a2d\u5b9a\u4e0b\uff0c\u672c\u6b21\u5be6\u6e2c\u7d50\u679c\u70ba\uff1a<\/p>\n<ul>\n<li><strong>\u7d04 5 \u79d2\u5f71\u7247 \u2252 300 \u79d2\u751f\u6210\u6642\u9593<\/strong><\/li>\n<li>\u63db\u7b97\u8d77\u4f86\u5927\u7d04\u662f<strong>\u300c\u6bcf 1 \u79d2\u5f71\u7247 \u2252 1 \u5206\u9418\u751f\u6210\u300d<\/strong><\/li>\n<\/ul>\n<p>\u4ee5\u672c\u5730\u55ae\u5361\u3001720P I2V \u4f86\u8aaa\uff0c\u9019\u6a23\u7684\u901f\u5ea6\u5728\u53ef\u63a5\u53d7\u7bc4\u570d\u5167\uff1a\u9069\u5408\u7528\u4f86\u505a\u89d2\u8272\u52d5\u4f5c\u8349\u7a3f\u3001PV \u69cb\u5716\u6216 VTuber \u958b\u5834\u52d5\u756b\u7b49\u3002<\/p>\n<h1><span style=\"color: #ff6600;\">\ud83d\udcdd \u5de5\u4f5c\u6d41\uff08HunyuanVideo 1.5 I2V 720P.json\uff09<\/span><\/h1>\n<p>\u5c07\u4e0b\u5217\u5167\u5bb9\u8907\u88fd\u5230\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u5132\u5b58\u70ba <code>HunyuanVideo 1.5 I2V 720P.json<\/code> \u5f8c\u5373\u53ef\u5728 ComfyUI \u532f\u5165\u3002<\/p><div class=\"3a456c955cc9861673f62d33beb7714e\" data-index=\"2\" style=\"float: none; margin:0px;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2683739050533486\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-2683739050533486\"\r\n     data-ad-slot=\"3270345536\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n\n<pre class=\"line-numbers\"><code class=\"language-json\">{\"id\":\"ecc20583-98c5-4707-83f4-631b49a2bf0b\",\"revision\":0,\"last_node_id\":142,\"last_link_id\":349,\"nodes\":[{\"id\":81,\"type\":\"CLIPVisionLoader\",\"pos\":[-620,450],\"size\":[350,58],\"flags\":{},\"order\":0,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"CLIP_VISION\",\"type\":\"CLIP_VISION\",\"links\":[225]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"CLIPVisionLoader\",\"models\":[{\"name\":\"sigclip_vision_patch14_384.safetensors\",\"url\":\"https:\/\/huggingface.co\/Comfy-Org\/sigclip_vision_384\/resolve\/main\/sigclip_vision_patch14_384.safetensors\",\"directory\":\"clip_vision\"}]},\"widgets_values\":[\"sigclip_vision_patch14_384.safetensors\"]},{\"id\":11,\"type\":\"DualCLIPLoader\",\"pos\":[-620,180],\"size\":[350,130],\"flags\":{},\"order\":1,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"CLIP\",\"type\":\"CLIP\",\"slot_index\":0,\"links\":[205,240]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"DualCLIPLoader\",\"models\":[{\"name\":\"qwen_2.5_vl_7b_fp8_scaled.safetensors\",\"url\":\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/resolve\/main\/split_files\/text_encoders\/qwen_2.5_vl_7b_fp8_scaled.safetensors\",\"directory\":\"text_encoders\"},{\"name\":\"byt5_small_glyphxl_fp16.safetensors\",\"url\":\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/resolve\/main\/split_files\/text_encoders\/byt5_small_glyphxl_fp16.safetensors\",\"directory\":\"text_encoders\"}]},\"widgets_values\":[\"qwen_2.5_vl_7b_fp8_scaled.safetensors\",\"byt5_small_glyphxl_fp16.safetensors\",\"hunyuan_video_15\",\"default\"]},{\"id\":79,\"type\":\"CLIPVisionEncode\",\"pos\":[-610,960],\"size\":[290.390625,78],\"flags\":{},\"order\":10,\"mode\":0,\"inputs\":[{\"name\":\"clip_vision\",\"type\":\"CLIP_VISION\",\"link\":225},{\"name\":\"image\",\"type\":\"IMAGE\",\"link\":219}],\"outputs\":[{\"name\":\"CLIP_VISION_OUTPUT\",\"type\":\"CLIP_VISION_OUTPUT\",\"links\":[217]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"CLIPVisionEncode\"},\"widgets_values\":[\"center\"]},{\"id\":10,\"type\":\"VAELoader\",\"pos\":[-620,350],\"size\":[350,60],\"flags\":{},\"order\":2,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"VAE\",\"type\":\"VAE\",\"slot_index\":0,\"links\":[206,224,306]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"VAELoader\",\"models\":[{\"name\":\"hunyuanvideo15_vae_fp16.safetensors\",\"url\":\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/resolve\/main\/split_files\/vae\/hunyuanvideo15_vae_fp16.safetensors\",\"directory\":\"vae\"}]},\"widgets_values\":[\"hunyuanvideo15_vae_fp16.safetensors\"]},{\"id\":80,\"type\":\"LoadImage\",\"pos\":[-610,600],\"size\":[290.390625,314.00000000000006],\"flags\":{},\"order\":3,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[218,219]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"LoadImage\"},\"widgets_values\":[\"Generated Image December 02, 2025 - 12_12AM.jpg\",\"image\"]},{\"id\":120,\"type\":\"VAEDecodeTiled\",\"pos\":[640,-140],\"size\":[270,150],\"flags\":{},\"order\":18,\"mode\":4,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":322},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":306}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.70\",\"Node name for S&amp;R\":\"VAEDecodeTiled\"},\"widgets_values\":[512,64,64,4096]},{\"id\":126,\"type\":\"BasicScheduler\",\"pos\":[250,480],\"size\":[315,106],\"flags\":{},\"order\":13,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":316}],\"outputs\":[{\"name\":\"SIGMAS\",\"type\":\"SIGMAS\",\"links\":[313]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"BasicScheduler\"},\"widgets_values\":[\"simple\",20,1]},{\"id\":127,\"type\":\"RandomNoise\",\"pos\":[250,620],\"size\":[315,82],\"flags\":{},\"order\":4,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"NOISE\",\"type\":\"NOISE\",\"links\":[310]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"RandomNoise\"},\"widgets_values\":[887963123424675,\"fixed\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":128,\"type\":\"KSamplerSelect\",\"pos\":[250,750],\"size\":[315,58],\"flags\":{},\"order\":5,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"SAMPLER\",\"type\":\"SAMPLER\",\"links\":[312]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"KSamplerSelect\"},\"widgets_values\":[\"euler\"]},{\"id\":130,\"type\":\"ModelSamplingSD3\",\"pos\":[250,240],\"size\":[315,58],\"flags\":{},\"order\":14,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":317}],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"slot_index\":0,\"links\":[314]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"ModelSamplingSD3\"},\"widgets_values\":[7]},{\"id\":125,\"type\":\"SamplerCustomAdvanced\",\"pos\":[630,250],\"size\":[272.3617858886719,326],\"flags\":{},\"order\":16,\"mode\":0,\"inputs\":[{\"name\":\"noise\",\"type\":\"NOISE\",\"link\":310},{\"name\":\"guider\",\"type\":\"GUIDER\",\"link\":311},{\"name\":\"sampler\",\"type\":\"SAMPLER\",\"link\":312},{\"name\":\"sigmas\",\"type\":\"SIGMAS\",\"link\":313},{\"name\":\"latent_image\",\"type\":\"LATENT\",\"link\":315}],\"outputs\":[{\"name\":\"output\",\"type\":\"LATENT\",\"slot_index\":0,\"links\":[320,322]},{\"name\":\"denoised_output\",\"type\":\"LATENT\",\"links\":[]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"SamplerCustomAdvanced\"},\"widgets_values\":[]},{\"id\":105,\"type\":\"EasyCache\",\"pos\":[240,20],\"size\":[360,130],\"flags\":{},\"order\":11,\"mode\":4,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":270}],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[316,317]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"EasyCache\"},\"widgets_values\":[0.2,0.15,0.95,false]},{\"id\":8,\"type\":\"VAEDecode\",\"pos\":[650,-230],\"size\":[210,46],\"flags\":{},\"order\":17,\"mode\":0,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":320},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":206}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"slot_index\":0,\"links\":[308]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"VAEDecode\"},\"widgets_values\":[]},{\"id\":101,\"type\":\"CreateVideo\",\"pos\":[962.7429541526486,-71.1463354577958],\"size\":[270,78],\"flags\":{},\"order\":19,\"mode\":0,\"inputs\":[{\"name\":\"images\",\"type\":\"IMAGE\",\"link\":308},{\"name\":\"audio\",\"shape\":7,\"type\":\"AUDIO\",\"link\":null}],\"outputs\":[{\"name\":\"VIDEO\",\"type\":\"VIDEO\",\"links\":[349]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"CreateVideo\"},\"widgets_values\":[24]},{\"id\":12,\"type\":\"UNETLoader\",\"pos\":[-620,50],\"size\":[350,82],\"flags\":{},\"order\":6,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"slot_index\":0,\"links\":[270]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"UNETLoader\",\"models\":[{\"name\":\"hunyuanvideo1.5_720p_i2v_fp16.safetensors\",\"url\":\"https:\/\/huggingface.co\/Comfy-Org\/HunyuanVideo_1.5_repackaged\/resolve\/main\/split_files\/diffusion_models\/hunyuanvideo1.5_720p_i2v_fp16.safetensors\",\"directory\":\"diffusion_models\"}]},\"widgets_values\":[\"hunyuanvideo1.5_720p_i2v_cfg_distilled_fp8_scaled.safetensors\",\"default\"]},{\"id\":93,\"type\":\"CLIPTextEncode\",\"pos\":[-220,260],\"size\":[422.84503173828125,200],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":240}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"links\":[246]}],\"title\":\"CLIP Text Encode (Negative Prompt)\",\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"CLIPTextEncode\"},\"widgets_values\":[\"\"],\"color\":\"#223\",\"bgcolor\":\"#335\"},{\"id\":78,\"type\":\"HunyuanVideo15ImageToVideo\",\"pos\":[-160,580],\"size\":[296.3169921875,210],\"flags\":{},\"order\":12,\"mode\":0,\"inputs\":[{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"link\":222},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"link\":246},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":224},{\"name\":\"start_image\",\"shape\":7,\"type\":\"IMAGE\",\"link\":218},{\"name\":\"clip_vision_output\",\"shape\":7,\"type\":\"CLIP_VISION_OUTPUT\",\"link\":217}],\"outputs\":[{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"links\":[318]},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"links\":[319]},{\"name\":\"latent\",\"type\":\"LATENT\",\"links\":[315]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"HunyuanVideo15ImageToVideo\"},\"widgets_values\":[496,720,121,1]},{\"id\":129,\"type\":\"CFGGuider\",\"pos\":[250,340],\"size\":[315,98],\"flags\":{},\"order\":15,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":314},{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"link\":318},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"link\":319}],\"outputs\":[{\"name\":\"GUIDER\",\"type\":\"GUIDER\",\"links\":[311]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for S&amp;R\":\"CFGGuider\"},\"widgets_values\":[1]},{\"id\":121,\"type\":\"Note\",\"pos\":[240,-120],\"size\":[350,90],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[],\"outputs\":[],\"properties\":{},\"widgets_values\":[\"EasyCache can speed up this workflow, but it will also sacrifice the video quality. If you need it, use Ctrl+B to enable.\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":44,\"type\":\"CLIPTextEncode\",\"pos\":[-220,50],\"size\":[422.84503173828125,164.31304931640625],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":205}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"slot_index\":0,\"links\":[222]}],\"title\":\"CLIP Text Encode (Positive Prompt)\",\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.68\",\"Node name for 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1 - Load models\",\"bounding\":[-630,-20,370,539.6],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}},{\"id\":2,\"title\":\"Step 3 - Prompt\",\"bounding\":[-230,-20,442.84503173828125,493.6],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}},{\"id\":3,\"title\":\"Step 2 - Upload start_image\",\"bounding\":[-630,530,370,520],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}},{\"id\":4,\"title\":\"Step 4 - Video Size\",\"bounding\":[-230,500,440,320],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}},{\"id\":9,\"title\":\"Custom Sampler\",\"bounding\":[240,170,672.3617858886719,651.6],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}}],\"config\":{},\"extra\":{\"ds\":{\"scale\":0.6452951493757959,\"offset\":[836.130955916922,250.39046438289876]},\"frontendVersion\":\"1.32.10\",\"groupNodes\":{},\"VHS_latentpreview\":false,\"VHS_latentpreviewrate\":0,\"VHS_MetadataImage\":true,\"VHS_KeepIntermediate\":true,\"workflowRendererVersion\":\"LG\"},\"version\":0.4}<\/code><\/pre>\n<p>\u532f\u5165\u5de5\u4f5c\u6d41\u5f8c\u82e5\u63d0\u793a\u907a\u5931\u7bc0\u9ede\uff0c\u5efa\u8b70\u4f7f\u7528 <strong>ComfyUI-Manager<\/strong> \u641c\u5c0b\u5b89\u88dd\u76f8\u95dc\u5957\u4ef6\u3002\u5b89\u88dd\u5b8c\u6210\u5f8c<strong>\u52d9\u5fc5\u91cd\u555f ComfyUI<\/strong>\uff0c\u7bc0\u9ede\u624d\u6703\u51fa\u73fe\u5728\u6e05\u55ae\u4e2d\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2637-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 ComfyUI \u7684\u5de5\u4f5c\u6d41\u622a\u5716\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u63d0\u793a\u8a5e\u793a\u7bc4\u8207\u751f\u6210\u6210\u679c\uff08\u4ee5\u5716\u751f\u5f71\uff09<\/span><\/h2>\n<p>\u63a5\u4e0b\u4f86\u7684\u6e2c\u8a66\u5168\u90e8\u4f7f\u7528<strong>\u540c\u4e00\u5f35\u89d2\u8272\u7acb\u7e6a<\/strong>\u4f5c\u70ba\u8d77\u59cb\u5f71\u50cf\uff0c\u4e26\u5206\u5225\u5957\u7528\u4e94\u7d44\u4e2d\u6587\u63d0\u793a\u8a5e\uff0c\u8b93\u89d2\u8272\u5728\u4e0d\u540c\u52d5\u4f5c\u8207\u8868\u60c5\u4e0b\u4fdd\u6301\u5916\u89c0\u4e00\u81f4\u3002<\/p>\n<p>\u672c\u6b21\u4f7f\u7528\u7684\u63d0\u793a\u8a5e\u5982\u4e0b\uff1a<\/p>\n<blockquote><p>1. \u4fdd\u6301\u89d2\u8272\u5916\u89c0\u4e00\u81f4\uff0c\u8b93\u4eba\u7269\u81ea\u7136\u5411\u524d\u8d70\uff0c\u5fae\u98a8\u8f15\u5439\u982d\u9aee\uff0c\u5e36\u6709\u67d4\u548c\u7684\u666f\u6df1\u6548\u679c<br \/>\n2. \u4fdd\u6301\u89d2\u8272\u5916\u89c0\u4e00\u81f4\uff0c\u8b93\u4eba\u7269\u5728\u8eab\u524d\u6bd4\u51fa\u611b\u5fc3\u624b\u52e2\uff0c\u4e26\u505a\u51fa\u53ef\u611b\u7684\u8868\u60c5<br \/>\n3. \u4fdd\u6301\u89d2\u8272\u5916\u89c0\u4e00\u81f4\uff0c\u5c0d\u8457\u93e1\u982d\u6bd4\u8b9a\uff0c\u5145\u6eff\u81ea\u4fe1\u7684\u8868\u60c5<br \/>\n4. \u4fdd\u6301\u89d2\u8272\u5916\u89c0\u4e00\u81f4\uff0c\u8b93\u4eba\u7269\u6f02\u4eae\u7684\u505a\u4e00\u500b\u8f49\u8eab\u52d5\u4f5c\uff0c\u6700\u5f8c\u5411\u93e1\u982d\u958b\u5fc3\u63ee\u624b<br \/>\n5. \u4fdd\u6301\u89d2\u8272\u5916\u89c0\u4e00\u81f4\uff0c\u8b93\u4eba\u7269\u8e72\u4e0b\u5f8c\u96d9\u624b\u6bd4YA<\/p><\/blockquote>\n<p>\u5be6\u969b\u6210\u679c\u65b9\u9762\uff0c\u6211\u628a\u4e94\u6bb5\u5f71\u7247\u526a\u8f2f\u6210<strong>\u55ae\u4e00\u90e8\u5f71\u7247<\/strong>\uff0c\u4f9d\u5e8f\u5c55\u793a\u4e94\u7a2e\u52d5\u4f5c\u6548\u679c\uff0c\u4f60\u53ef\u4ee5\u4e00\u53e3\u6c23\u89c0\u770b\u5b8c\u6574\u89d2\u8272\u52d5\u4f5c\u8868\u73fe\uff1a<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/0D1btMc9JZE\" width=\"512\" height=\"768\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>\u5927\u81f4\u4e0a\u8868\u73fe\u5f97\u5f88\u4e0d\u932f\uff01\u4f46\u4ecd\u53ef\u4ee5\u898b\u5230\u6bd4\u8f03\u660e\u986f\u7684\u932f\u8aa4\uff0c\u300c\u7b2c\u56db\u500b\u63d0\u793a\u8a5e\u300d\u6c92\u6709\u505a\u5230\u8f49\u8eab\u7684\u52d5\u4f5c\uff0c\u9084\u6709\u300c\u7b2c\u4e94\u500b\u63d0\u793a\u8a5e\u300d\u6bd4\u7684 YA \u602a\u602a\u7684\u3002<\/p>\n<h2><span style=\"color: #339966;\">\u7d50\u8a9e<\/span><\/h2>\n<p><strong>HunyuanVideo 1.5<\/strong> \u628a\u300c\u9ad8\u54c1\u8cea\u5f71\u7247\u751f\u6210\u300d\u9019\u4ef6\u4e8b\u5f9e\u8cc7\u6599\u4e2d\u5fc3\u62c9\u56de\u4e86\u500b\u4eba\u96fb\u8166\uff1a\u4ee5\u7d04 <strong>8.3B \u53c3\u6578<\/strong>\u7684\u8f15\u91cf\u7d1a\u67b6\u69cb\uff0c\u9054\u6210\u63a5\u8fd1 SOTA \u7684\u756b\u9762\u54c1\u8cea\u8207\u52d5\u4f5c\u9023\u8cab\u6027\uff0c\u4e26\u80fd\u5728\u55ae\u5f35\u6d88\u8cbb\u7d1a\u986f\u5361\u4e0a\u9806\u5229\u63a8\u7406\uff0c\u5c0d\u500b\u4eba\u5275\u4f5c\u8005\u8207\u5c0f\u578b\u5718\u968a\u4f86\u8aaa\uff0c\u5be6\u7528\u50f9\u503c\u975e\u5e38\u9ad8\u3002\u5728\u9019\u6a23\u7684\u8a2d\u8a08\u4e0b\uff0c<strong>\u89d2\u8272\u5916\u89c0\u4e00\u81f4\u6027<\/strong>\u7531\u8d77\u59cb\u5716\u8207 CLIP Vision \u8ca0\u8cac\u7a69\u56fa\uff0c<strong>\u52d5\u4f5c\u8207\u8868\u60c5\u8b8a\u5316<\/strong>\u5247\u4ea4\u7d66\u4e2d\u6587\u63d0\u793a\u8a5e\u63a7\u5236\u3002\u4f60\u53ef\u4ee5\u50cf\u5beb\u5206\u93e1\u8173\u672c\u4e00\u6a23\uff0c\u4e00\u689d\u4e00\u689d\u5b9a\u7fa9\u89d2\u8272\u52d5\u4f5c\uff0c\u5feb\u901f\u5efa\u7acb\u4e00\u6574\u5957\u89d2\u8272\u52d5\u614b\u7d20\u6750\u5eab\u3002\u552f\u4e00\u53ef\u60dc\u7684\u90e8\u5206\u662f\u6c92\u6709\u9806\u4fbf\u7522\u751f\u80cc\u666f\u97f3\u6a02\u6216\u97f3\u6548\u3002<\/p>\n<p>\u5c0d\u63d2\u756b\u5e2b\u3001\u540c\u4eba\u5275\u4f5c\u8005\u3001VTuber\u3001\u4ee5\u53ca\u9700\u8981\u5927\u91cf\u89d2\u8272\u52d5\u614b\u8349\u5716\u7684\u5c08\u6848\u800c\u8a00\uff0c\u300c<strong>ComfyUI x HunyuanVideo 1.5 I2V<\/strong>\u300d\u662f\u4e00\u689d\u5728\u5bb6\u7528\u986f\u5361\u5c31\u80fd\u8ca0\u64d4\u7684\u9ad8\u6548\u7387\u5de5\u4f5c\u6d41\uff1a\u5728\u7d04 <strong>16GB VRAM<\/strong> \u7684\u74b0\u5883\u88e1\uff0c\u7a69\u5b9a\u8f38\u51fa 720P 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":21375,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,567],"tags":[562,575],"class_list":["post-21374","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-video","tag-comfyui","tag-hunyuan-video"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ComfyUI x Hunyuan Video 1.5\uff1a16GB VRAM \u4ee5\u5716\u751f\u5f71\u89d2\u8272\u52d5\u756b\u751f\u6210\uff08\u9644\u5de5\u4f5c\u6d41\uff09 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mnya.tw\/cc\/word\/2637.html\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ComfyUI x Hunyuan Video 1.5\uff1a16GB VRAM \u4ee5\u5716\u751f\u5f71\u89d2\u8272\u52d5\u756b\u751f\u6210\uff08\u9644\u5de5\u4f5c\u6d41\uff09 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801\" \/>\n<meta property=\"og:description\" content=\"\u60f3\u5728\u672c\u5730\u7528\u55ae\u5f35\u89d2\u8272\u7acb\u7e6a\uff0c\u751f\u6210\u300c\u540c\u4e00\u89d2\u8272\u3001\u4e0d\u540c\u52d5\u4f5c\u300d\u7684\u77ed\u7bc7\u89d2\u8272\u52d5\u756b\uff1f\u9019\u7bc7\u5e36\u4f60\u7528 ComfyUI \u63d0\u4f9b\u4e14\u7d93\u7531\u7ad9\u9577\u6211\u7c21\u55ae\u6539\u9020\u7684 HunyuanVideo 1.5 Image-to-Video \u5de5\u4f5c\u6d41\uff0c\u5728 C [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mnya.tw\/cc\/word\/2637.html\" \/>\n<meta property=\"og:site_name\" content=\"\u840c\u82bd\u7d9c\u5408\u5929\u5730\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-02T11:22:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-02T11:29:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2637-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u840c\u82bd\u7ad9\u9577\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/x.com\/qwe987299\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u840c\u82bd\u7ad9\u9577\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" 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