{"id":30860,"date":"2025-05-05T18:54:07","date_gmt":"2025-05-05T10:54:07","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30860"},"modified":"2025-05-05T18:54:07","modified_gmt":"2025-05-05T10:54:07","slug":"instantcharacter","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/instantcharacter\/","title":{"rendered":"InstantCharacter\uff1a\u4ece\u5355\u5f20\u56fe\u7247\u751f\u6210\u4e00\u81f4\u6027\u89d2\u8272\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>InstantCharacter \u662f\u7531\u817e\u8baf Hunyuan \u548c InstantX \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\u3002\u5b83\u901a\u8fc7\u4e00\u5f20\u53c2\u8003\u56fe\u7247\u548c\u4e00\u53e5\u6587\u672c\u63cf\u8ff0\uff0c\u5c31\u80fd\u751f\u6210\u5916\u89c2\u4e00\u81f4\u7684\u89d2\u8272\u56fe\u50cf\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u573a\u666f\u548c\u98ce\u683c\u3002\u9879\u76ee\u57fa\u4e8e\u6269\u6563\u53d8\u6362\u5668\uff08Diffusion Transformer\uff09\u6280\u672f\uff0c\u7a81\u7834\u4e86\u4f20\u7edf U-Net \u67b6\u6784\u7684\u9650\u5236\uff0c\u63d0\u4f9b\u66f4\u9ad8\u7684\u56fe\u50cf\u8d28\u91cf\u548c\u7075\u6d3b\u6027\u3002\u7528\u6237\u65e0\u9700\u590d\u6742\u8c03\u53c2\uff0c\u53ea\u9700\u7b80\u5355\u64cd\u4f5c\u5373\u53ef\u751f\u6210\u7b26\u5408\u63cf\u8ff0\u7684\u89d2\u8272\u56fe\u50cf\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u52a8\u753b\u3001\u6e38\u620f\u548c\u6570\u5b57\u827a\u672f\u7b49\u9886\u57df\u3002\u9879\u76ee\u652f\u6301 <a href=\"https:\/\/www.kdjingpai.com\/en\/manxuebanflux1chan\/\">Flux<\/a>.1 \u6a21\u578b\uff0c\u5e76\u63d0\u4f9b\u98ce\u683c LoRA \u9002\u914d\uff0c\u65b9\u4fbf\u7528\u6237\u5b9e\u73b0\u98ce\u683c\u5316\u751f\u6210\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30861\" title=\"InstantCharacter\uff1a\u4ece\u5355\u5f20\u56fe\u7247\u751f\u6210\u4e00\u81f4\u6027\u89d2\u8272\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/661ae6b80e23ddc.png\" alt=\"InstantCharacter\uff1a\u4ece\u5355\u5f20\u56fe\u7247\u751f\u6210\u4e00\u81f4\u6027\u89d2\u8272\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"905\" height=\"651\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/661ae6b80e23ddc.png 905w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/661ae6b80e23ddc-768x552.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/661ae6b80e23ddc-18x12.png 18w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5355\u5f20\u56fe\u7247\u751f\u6210\u4e00\u81f4\u6027\u89d2\u8272\uff1a\u4ec5\u9700\u4e00\u5f20\u53c2\u8003\u56fe\u7247\uff0c\u751f\u6210\u4e0d\u540c\u573a\u666f\u3001\u52a8\u4f5c\u548c\u89c6\u89d2\u7684\u89d2\u8272\u56fe\u50cf\u3002<\/li>\n<li>\u6587\u672c\u9a71\u52a8\u751f\u6210\uff1a\u901a\u8fc7\u6587\u672c\u63d0\u793a\u8c03\u6574\u89d2\u8272\u52a8\u4f5c\u3001\u573a\u666f\u548c\u98ce\u683c\uff0c\u5982\u201c\u5973\u5b69\u5728\u8857\u5934\u5f39\u5409\u4ed6\u201d\u3002<\/li>\n<li>\u98ce\u683c\u8fc1\u79fb\u652f\u6301\uff1a\u517c\u5bb9\u591a\u79cd\u98ce\u683c LoRA\uff0c\u5982\u5409\u535c\u529b\u98ce\u683c\u6216\u65b0\u6d77\u8bda\u98ce\u683c\uff0c\u751f\u6210\u827a\u672f\u5316\u56fe\u50cf\u3002<\/li>\n<li>\u9ad8\u8d28\u91cf\u56fe\u50cf\u8f93\u51fa\uff1a\u57fa\u4e8e Flux.1 \u6a21\u578b\uff0c\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u3001\u7ec6\u8282\u4e30\u5bcc\u7684\u89d2\u8272\u56fe\u50cf\u3002<\/li>\n<li>\u5f00\u6e90\u6a21\u578b\u652f\u6301\uff1a\u652f\u6301 Flux \u7b49\u5f00\u6e90\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\uff0c\u5f00\u53d1\u8005\u53ef\u81ea\u7531\u6269\u5c55\u529f\u80fd\u3002<\/li>\n<li>\u8f7b\u91cf\u7ea7\u9002\u914d\u5668\uff1a\u4f7f\u7528\u53ef\u6269\u5c55\u9002\u914d\u5668\u6a21\u5757\uff0c\u51cf\u5c11\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\uff0c\u63d0\u9ad8\u751f\u6210\u6548\u7387\u3002<\/li>\n<li>\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4f18\u5316\uff1a\u57fa\u4e8e\u5343\u4e07\u7ea7\u6837\u672c\u6570\u636e\u96c6\u8bad\u7ec3\uff0c\u786e\u4fdd\u89d2\u8272\u4e00\u81f4\u6027\u548c\u6587\u672c\u53ef\u63a7\u6027\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>InstantCharacter \u9700\u8981\u5728\u652f\u6301 GPU \u7684\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u63a8\u8350\u4f7f\u7528 NVIDIA GPU\uff08\u6700\u4f4e 48GB VRAM\uff0c\u4f18\u5316\u540e\u53ef\u652f\u6301 24GB\uff09\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\n<ul>\n<li>\u5b89\u88c5 Python 3.8 \u6216\u4ee5\u4e0a\u7248\u672c\u3002<\/li>\n<li>\u5b89\u88c5 PyTorch\uff08\u652f\u6301 CUDA\uff09\uff0c\u63a8\u8350\u4f7f\u7528\u00a0<code>pip install torch torchvision torchaudio --index-url https:\/\/download.pytorch.org\/whl\/cu118<\/code>\u3002<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\u5e93\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a\n<pre><code>pip install transformers accelerate diffusers huggingface_cli\r\n<\/code><\/pre>\n<\/li>\n<li>\u786e\u4fdd\u7cfb\u7edf\u5df2\u5b89\u88c5 Git \u548c Git LFS\uff0c\u7528\u4e8e\u4e0b\u8f7d\u5927\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 InstantCharacter \u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/Tencent\/InstantCharacter.git\r\ncd InstantCharacter\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b\u68c0\u67e5\u70b9<\/strong>\uff1a\n<ul>\n<li>\u4ece Hugging Face \u4e0b\u8f7d\u6a21\u578b\uff1a\n<pre><code>huggingface-cli download --resume-download Tencent\/InstantCharacter --local-dir checkpoints --local-dir-use-symlinks False\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u679c\u65e0\u6cd5\u8bbf\u95ee Hugging Face\uff0c\u53ef\u4f7f\u7528\u955c\u50cf\u5730\u5740\uff1a\n<pre><code>export HF_ENDPOINT=https:\/\/hf-mirror.com\r\nhuggingface-cli download --resume-download Tencent\/InstantCharacter --local-dir checkpoints --local-dir-use-symlinks False\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u68c0\u67e5\u6587\u4ef6\u5939\u7ed3\u6784\u662f\u5426\u5305\u542b\u00a0<code>checkpoints<\/code>\u3001<code>assets<\/code>\u3001<code>models<\/code>\u00a0\u7b49\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bbe\u7f6e\u8fd0\u884c\u73af\u5883<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd GPU \u9a71\u52a8\u548c CUDA \u7248\u672c\u4e0e PyTorch \u517c\u5bb9\u3002<\/li>\n<li>\u5c06\u6a21\u578b\u548c\u4ee3\u7801\u79fb\u81f3\u652f\u6301 CUDA \u7684\u8bbe\u5907\uff0c\u8fd0\u884c\u00a0<code>pipe.to(\"cuda\")<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>InstantCharacter \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u53c2\u8003\u56fe\u7247\u548c\u6587\u672c\u63d0\u793a\u751f\u6210\u89d2\u8272\u56fe\u50cf\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<h4>1. \u52a0\u8f7d\u6a21\u578b\u548c\u9002\u914d\u5668<\/h4>\n<ul>\n<li>\u4f7f\u7528\u63d0\u4f9b\u7684\u00a0<code>pipeline.py<\/code>\u00a0\u811a\u672c\u52a0\u8f7d\u57fa\u7840\u6a21\u578b\u548c\u9002\u914d\u5668\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a\n<pre><code>import torch\r\nfrom PIL import Image\r\nfrom pipeline import InstantCharacterFluxPipeline\r\n# \u8bbe\u7f6e\u79cd\u5b50\u4ee5\u786e\u4fdd\u53ef\u91cd\u590d\u6027\r\nseed = 123456\r\n# \u52a0\u8f7d\u57fa\u7840\u6a21\u578b\r\nbase_model = 'black-forest-labs\/FLUX.1-dev'\r\nip_adapter_path = 'checkpoints\/instantcharacter_ip-adapter.bin'\r\nimage_encoder_path = 'google\/siglip-so400m-patch14-384'\r\nimage_encoder_2_path = 'facebook\/dinov2-giant'\r\n# \u521d\u59cb\u5316\u7ba1\u9053\r\npipe = InstantCharacterFluxPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)\r\npipe.to(\"cuda\")\r\npipe.init_adapter(\r\nimage_encoder_path=image_encoder_path,\r\nimage_encoder_2_path=image_encoder_2_path,\r\nsubject_ipadapter_cfg=dict(subject_ip_adapter_path=ip_adapter_path, nb_token=1024)\r\n)\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0a\u8ff0\u4ee3\u7801\u52a0\u8f7d Flux.1 \u6a21\u578b\u548c InstantCharacter \u7684 IP \u9002\u914d\u5668\uff0c\u786e\u4fdd\u6a21\u578b\u5728 GPU \u4e0a\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<h4>2. \u51c6\u5907\u53c2\u8003\u56fe\u7247<\/h4>\n<ul>\n<li>\u9009\u62e9\u4e00\u5f20\u5305\u542b\u89d2\u8272\u7684\u56fe\u7247\uff08\u5982\u00a0<code>assets\/girl.jpg<\/code>\uff09\uff0c\u786e\u4fdd\u80cc\u666f\u7b80\u5355\uff08\u5982\u767d\u8272\u80cc\u666f\uff09\u3002<\/li>\n<li>\u52a0\u8f7d\u56fe\u7247\u5e76\u8f6c\u6362\u4e3a RGB \u683c\u5f0f\uff1a\n<pre><code>ref_image_path = 'assets\/girl.jpg'\r\nref_image = Image.open(ref_image_path).convert('RGB')\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h4>3. \u751f\u6210\u89d2\u8272\u56fe\u50cf\uff08\u65e0\u98ce\u683c\u8fc1\u79fb\uff09<\/h4>\n<ul>\n<li>\u4f7f\u7528\u6587\u672c\u63d0\u793a\u751f\u6210\u56fe\u50cf\uff0c\u8bbe\u7f6e\u63a8\u7406\u6b65\u6570\u3001\u5f15\u5bfc\u5c3a\u5ea6\u7b49\u53c2\u6570\uff1a\n<pre><code>prompt = \"A girl is playing a guitar in street\"\r\nimage = pipe(\r\nprompt=prompt,\r\nnum_inference_steps=28,\r\nguidance_scale=3.5,\r\nsubject_image=ref_image,\r\nsubject_scale=0.9,\r\ngenerator=torch.manual_seed(seed)\r\n).images[0]\r\nimage.save(\"flux_instantcharacter.png\")\r\n<\/code><\/pre>\n<\/li>\n<li><code>subject_scale<\/code>\u00a0\u63a7\u5236\u89d2\u8272\u4e00\u81f4\u6027\uff0c\u503c\u8d8a\u4f4e\u8d8a\u504f\u5411\u98ce\u683c\u5316\uff08\u5982 0.6 \u6216 0.8\uff09\u3002<\/li>\n<\/ul>\n<h4>4. \u4f7f\u7528\u98ce\u683c LoRA \u8fdb\u884c\u98ce\u683c\u8fc1\u79fb<\/h4>\n<ul>\n<li>InstantCharacter \u652f\u6301\u98ce\u683c LoRA\uff08\u5982\u5409\u535c\u529b\u6216\u65b0\u6d77\u8bda\u98ce\u683c\uff09\u3002\u52a0\u8f7d LoRA \u6587\u4ef6\u5e76\u751f\u6210\u98ce\u683c\u5316\u56fe\u50cf\uff1a\n<pre><code>lora_file_path = 'checkpoints\/style_lora\/ghibli_style.safetensors'\r\ntrigger = 'ghibli style'\r\nprompt = \"A girl is playing a guitar in street\"\r\nimage = pipe.with_style_lora(\r\nlora_file_path=lora_file_path,\r\ntrigger=trigger,\r\nprompt=prompt,\r\nnum_inference_steps=28,\r\nguidance_scale=3.5,\r\nsubject_image=ref_image,\r\nsubject_scale=0.9,\r\ngenerator=torch.manual_seed(seed)\r\n).images[0]\r\nimage.save(\"flux_instantcharacter_style_ghibli.png\")\r\n<\/code><\/pre>\n<\/li>\n<li>\u66ff\u6362\u00a0<code>lora_file_path<\/code>\u00a0\u548c\u00a0<code>trigger<\/code>\u00a0\u53ef\u5207\u6362\u4e0d\u540c\u98ce\u683c\uff08\u5982\u00a0<code>Makoto_Shinkai_style.safetensors<\/code>\uff09\u3002<\/li>\n<\/ul>\n<h4>5. \u8fd0\u884c Gradio \u754c\u9762\uff08\u53ef\u9009\uff09<\/h4>\n<ul>\n<li>\u9879\u76ee\u63d0\u4f9b Gradio \u754c\u9762\uff0c\u65b9\u4fbf\u4ea4\u4e92\u5f0f\u64cd\u4f5c\u3002\u8fd0\u884c\u00a0<code>app.py<\/code>\uff1a\n<pre><code>python app.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u672c\u5730\u5730\u5740\uff08\u5982\u00a0<code>http:\/\/127.0.0.1:7860<\/code>\uff09\uff0c\u4e0a\u4f20\u56fe\u7247\u5e76\u8f93\u5165\u63d0\u793a\u8bcd\u5373\u53ef\u751f\u6210\u56fe\u50cf\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u52a8\u7269\u89d2\u8272\u751f\u6210\u53ef\u80fd\u4e0d\u7a33\u5b9a\uff0c\u5efa\u8bae\u4f7f\u7528\u4eba\u7c7b\u89d2\u8272\u56fe\u7247\u3002<\/li>\n<li>\u9ad8\u5206\u8fa8\u7387\u751f\u6210\u9700\u8981\u66f4\u9ad8\u663e\u5b58\uff0c\u63a8\u8350\u4f7f\u7528 A100 \u6216 RTX 5000 \u7cfb\u5217 GPU\u3002<\/li>\n<li>\u6a21\u578b\u4e0b\u8f7d\u53ef\u80fd\u56e0\u7f51\u7edc\u95ee\u9898\u4e2d\u65ad\uff0c\u5efa\u8bae\u4f7f\u7528\u00a0<code>--resume-download<\/code>\u00a0\u53c2\u6570\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u52a8\u753b\u4e0e\u5f71\u89c6\u5236\u4f5c<\/strong>\n<ul>\n<li>\u5feb\u901f\u751f\u6210\u89d2\u8272\u6982\u5ff5\u56fe\u6216\u6545\u4e8b\u677f\uff0c\u7f29\u77ed\u524d\u671f\u8bbe\u8ba1\u5468\u671f\u3002\u7528\u6237\u4e0a\u4f20\u89d2\u8272\u8349\u56fe\uff0c\u8f93\u5165\u573a\u666f\u63cf\u8ff0\uff08\u5982\u201c\u89d2\u8272\u5728\u68ee\u6797\u4e2d\u5954\u8dd1\u201d\uff09\uff0c\u5373\u53ef\u751f\u6210\u4e00\u81f4\u6027\u56fe\u50cf\uff0c\u9002\u7528\u4e8e\u52a8\u753b\u9884\u89c8\u6216\u89d2\u8272\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6e38\u620f\u5f00\u53d1<\/strong>\n<ul>\n<li>\u4e3a\u6e38\u620f\u89d2\u8272\u751f\u6210\u591a\u89c6\u89d2\u3001\u591a\u52a8\u4f5c\u7684\u56fe\u50cf\u3002\u5f00\u53d1\u8005\u4e0a\u4f20\u89d2\u8272\u8bbe\u8ba1\u56fe\uff0c\u751f\u6210\u4e0d\u540c\u59ff\u52bf\u7684 sprites\uff08\u5982\u201c\u89d2\u8272\u6325\u5251\u201d\uff09\uff0c\u7528\u4e8e 2D \u6216 3D \u6e38\u620f\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6570\u5b57\u827a\u672f\u521b\u4f5c<\/strong>\n<ul>\n<li>\u827a\u672f\u5bb6\u4f7f\u7528\u98ce\u683c LoRA \u751f\u6210\u827a\u672f\u5316\u89d2\u8272\u56fe\u50cf\uff0c\u5982\u5c06\u73b0\u5b9e\u4eba\u7269\u8f6c\u4e3a\u5409\u535c\u529b\u98ce\u683c\uff0c\u5e94\u7528\u4e8e\u63d2\u753b\u6216 NFT \u521b\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9<\/strong>\n<ul>\n<li>\u7528\u6237\u4e0a\u4f20\u81ea\u62cd\uff0c\u751f\u6210\u52a8\u6f2b\u98ce\u683c\u7684\u5934\u50cf\u6216\u52a8\u6001\u573a\u666f\uff08\u5982\u201c\u81ea\u5df1\u5728\u79d1\u5e7b\u57ce\u5e02\u8df3\u821e\u201d\uff09\uff0c\u7528\u4e8e\u4e2a\u6027\u5316\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>InstantCharacter \u652f\u6301\u54ea\u4e9b\u6a21\u578b\uff1f<\/strong>\n<ul>\n<li>\u76ee\u524d\u652f\u6301 Flux.1 \u6a21\u578b\uff0c\u672a\u6765\u53ef\u80fd\u6269\u5c55\u5230\u5176\u4ed6\u5f00\u6e90\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9700\u8981\u591a\u5927\u7684\u663e\u5b58\u624d\u80fd\u8fd0\u884c\uff1f<\/strong>\n<ul>\n<li>\u63a8\u8350 48GB \u663e\u5b58\uff0c\u4f18\u5316\u540e\u53ef\u652f\u6301 24GB\u3002\u6b63\u5728\u5f00\u53d1\u91cf\u5316\u6280\u672f\u4ee5\u964d\u4f4e\u663e\u5b58\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5982\u4f55\u89e3\u51b3\u6a21\u578b\u4e0b\u8f7d\u5931\u8d25\uff1f<\/strong>\n<ul>\n<li>\u4f7f\u7528 Hugging Face \u955c\u50cf\u5730\u5740\u6216\u00a0<code>--resume-download<\/code>\u00a0\u53c2\u6570\uff0c\u786e\u4fdd\u7f51\u7edc\u7a33\u5b9a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u751f\u6210\u7684\u52a8\u7269\u89d2\u8272\u4e3a\u4ec0\u4e48\u4e0d\u7a33\u5b9a\uff1f<\/strong>\n<ul>\n<li>\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u4ee5\u4eba\u7c7b\u89d2\u8272\u4e3a\u4e3b\uff0c\u52a8\u7269\u7279\u5f81\u4f18\u5316\u4e0d\u8db3\uff0c\u5efa\u8bae\u4f7f\u7528\u4eba\u7c7b\u89d2\u8272\u56fe\u7247\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u53ef\u4ee5\u5546\u7528\u5417\uff1f<\/strong>\n<ul>\n<li>\u5f53\u524d\u8bb8\u53ef\u8bc1\u4ec5\u9650\u7814\u7a76\u7528\u9014\uff0c\u5546\u7528\u9700\u8054\u7cfb\u817e\u8baf\u83b7\u53d6\u6388\u6743\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>InstantCharacter \u662f\u7531\u817e\u8baf Hunyuan \u548c InstantX \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\u3002\u5b83\u901a\u8fc7\u4e00\u5f20\u53c2\u8003\u56fe\u7247\u548c\u4e00\u53e5\u6587\u672c\u63cf\u8ff0\uff0c\u5c31\u80fd\u751f\u6210\u5916\u89c2\u4e00\u81f4\u7684\u89d2\u8272\u56fe\u50cf\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u573a\u666f\u548c\u98ce\u683c\u3002\u9879\u76ee\u57fa\u4e8e\u6269\u6563\u53d8\u6362\u5668\uff08Di&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62313,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[229,230],"class_list":["post-30860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aituxiangfenggekongzhi","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/30860","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=30860"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/30860\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/62313"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=30860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=30860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=30860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}