{"id":31680,"date":"2025-05-23T14:48:14","date_gmt":"2025-05-23T06:48:14","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31680"},"modified":"2025-05-23T14:48:14","modified_gmt":"2025-05-23T06:48:14","slug":"hidream-i1","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/hidream-i1\/","title":{"rendered":"HiDream-I1"},"content":{"rendered":"<p>HiDream-I1\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u56fe\u50cf\u751f\u6210\u57fa\u7840\u6a21\u578b\uff0c\u62e5\u6709170\u4ebf\u53c2\u6570\uff0c\u80fd\u591f\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u6a21\u578b\u5373\u53ef\u751f\u6210\u5305\u62ec\u5199\u5b9e\u3001\u5361\u901a\u3001\u827a\u672f\u7b49\u591a\u79cd\u98ce\u683c\u7684\u56fe\u50cf\u3002\u8be5\u9879\u76ee\u7531HiDream.ai\u56e2\u961f\u5f00\u53d1\uff0c\u6258\u7ba1\u5728GitHub\u4e0a\uff0c\u91c7\u7528MIT\u8bb8\u53ef\u8bc1\uff0c\u652f\u6301\u4e2a\u4eba\u3001\u79d1\u7814\u548c\u5546\u4e1a\u7528\u9014\u3002HiDream-I1\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u4f8b\u5982HPS v2.1\u3001GenEval\u548cDPG\uff0c\u751f\u6210\u56fe\u50cf\u8d28\u91cf\u548c\u63d0\u793a\u8bcd\u9075\u5faa\u80fd\u529b\u5747\u8fbe\u5230\u884c\u4e1a\u9886\u5148\u6c34\u5e73\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7Hugging Face\u5e73\u53f0\u4f53\u9a8c\u6a21\u578b\uff0c\u6216\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u5728\u672c\u5730\u8fd0\u884c\u3002\u9879\u76ee\u8fd8\u63d0\u4f9bGradio\u6f14\u793a\u754c\u9762\uff0c\u65b9\u4fbf\u4ea4\u4e92\u5f0f\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31681\" title=\"HiDream-I1-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/b9f9b12347807ce.jpg\" alt=\"HiDream-I1-1\" width=\"2560\" height=\"1240\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6587\u672c\u8f6c\u56fe\u50cf\uff1a\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002<\/li>\n<li>\u591a\u98ce\u683c\u652f\u6301\uff1a\u751f\u6210\u5199\u5b9e\u3001\u5361\u901a\u3001\u827a\u672f\u7b49\u591a\u79cd\u98ce\u683c\u56fe\u50cf\u3002<\/li>\n<li>\u5feb\u901f\u751f\u6210\uff1a\u901a\u8fc7\u4f18\u5316\u63a8\u7406\u6b65\u9aa4\uff0c\u6700\u5feb\u53ef\u5728\u6570\u79d2\u5185\u751f\u6210\u56fe\u50cf\u3002<\/li>\n<li>\u6a21\u578b\u53d8\u4f53\uff1a\u63d0\u4f9b\u5b8c\u6574\u7248\uff08HiDream-I1-Full\uff09\u3001\u5f00\u53d1\u7248\uff08HiDream-I1-Dev\uff09\u548c\u5feb\u901f\u7248\uff08HiDream-I1-Fast\uff09\u3002<\/li>\n<li>\u56fe\u50cf\u7f16\u8f91\u652f\u6301\uff1a\u57fa\u4e8eHiDream-E1-Full\u6a21\u578b\uff0c\u652f\u6301\u901a\u8fc7\u6587\u5b57\u6307\u4ee4\u4fee\u6539\u56fe\u50cf\u3002<\/li>\n<li>\u5f00\u6e90\u4e0e\u5546\u7528\uff1aMIT\u8bb8\u53ef\u8bc1\u5141\u8bb8\u81ea\u7531\u4f7f\u7528\u751f\u6210\u7684\u56fe\u50cf\u3002<\/li>\n<li>Gradio\u4ea4\u4e92\u754c\u9762\uff1a\u63d0\u4f9b\u5728\u7ebf\u6f14\u793a\uff0c\u65b9\u4fbf\u7528\u6237\u76f4\u63a5\u4f53\u9a8c\u56fe\u50cf\u751f\u6210\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528HiDream-I1\uff0c\u9700\u5728\u672c\u5730\u73af\u5883\u914d\u7f6e\u6a21\u578b\u8fd0\u884c\u73af\u5883\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong><br \/>\n\u5efa\u8bae\u4f7f\u7528Python 3.12\uff0c\u5e76\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>conda create -n hdi1 python=3.12\r\nconda activate hdi1<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>\u6216\u4f7f\u7528\u865a\u62df\u73af\u5883\uff1a<\/p>\n<pre><code>python3 -m venv venv\r\nsource venv\/bin\/activate  # Linux\r\n.\\venv\\Scripts\\activate   # Windows\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5\u5fc5\u8981\u7684\u5e93\uff0c\u7279\u522b\u662fHugging Face\u7684Diffusers\u5e93\u3002\u63a8\u8350\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u4ee5\u786e\u4fdd\u517c\u5bb9\u6027\uff1a<\/p>\n<pre><code>pip install git+https:\/\/github.com\/huggingface\/diffusers.git\r\n<\/code><\/pre>\n<p>\u53e6\u5916\uff0c\u5b89\u88c5Flash Attention\u4ee5\u4f18\u5316\u6027\u80fd\uff0c\u63a8\u8350\u4f7f\u7528CUDA 12.4\uff1a<\/p>\n<pre><code>pip install flash-attn\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong><br \/>\nHiDream-I1\u6a21\u578b\u6743\u91cd\u53ef\u4eceHugging Face\u83b7\u53d6\u3002\u652f\u6301\u4e09\u79cd\u53d8\u4f53\uff1a<\/p>\n<ul>\n<li><code>HiDream-ai\/HiDream-I1-Full<\/code>\uff1a\u5b8c\u6574\u6a21\u578b\uff0c\u9002\u5408\u9ad8\u8d28\u91cf\u751f\u6210\u3002<\/li>\n<li><code>HiDream-ai\/HiDream-I1-Dev<\/code>\uff1a\u5f00\u53d1\u7248\uff0c\u63a8\u7406\u6b65\u9aa4\u8f83\u5c11\uff0c\u901f\u5ea6\u66f4\u5feb\u3002<\/li>\n<li><code>HiDream-ai\/HiDream-I1-Fast<\/code>\uff1a\u5feb\u901f\u7248\uff0c\u9002\u5408\u5feb\u901f\u751f\u6210\u3002<br \/>\n\u8fd0\u884c\u63a8\u7406\u811a\u672c\u4f1a\u81ea\u52a8\u4e0b\u8f7d<code>meta-llama\/Meta-Llama-3.1-8B-Instruct<\/code>\u6a21\u578b\u3002\u82e5\u7f51\u7edc\u4e0d\u7a33\u5b9a\uff0c\u53ef\u63d0\u524d\u4eceHugging Face\u4e0b\u8f7d\u5e76\u653e\u7f6e\u5230\u7f13\u5b58\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406<\/strong><br \/>\n\u4f7f\u7528\u4ee5\u4e0bPython\u4ee3\u7801\u8fd0\u884c\u56fe\u50cf\u751f\u6210\uff1a<\/p>\n<pre><code>import torch\r\nfrom transformers import PreTrainedTokenizerFast, LlamaForCausalLM\r\nfrom diffusers import HiDreamImagePipeline\r\ntokenizer_4 = PreTrainedTokenizerFast.from_pretrained(\"meta-llama\/Meta-Llama-3.1-8B-Instruct\")\r\ntext_encoder_4 = LlamaForCausalLM.from_pretrained(\r\n\"meta-llama\/Meta-Llama-3.1-8B-Instruct\",\r\noutput_hidden_states=True,\r\noutput_attentions=True,\r\ntorch_dtype=torch.bfloat16\r\n)\r\npipe = HiDreamImagePipeline.from_pretrained(\r\n\"HiDream-ai\/HiDream-I1-Full\",\r\ntokenizer_4=tokenizer_4,\r\ntext_encoder_4=text_encoder_4,\r\ntorch_dtype=torch.bfloat16\r\n)\r\npipe = pipe.to('cuda')\r\nimage = pipe(\r\n'A cat holding a sign that says \"<a href=\"https:\/\/www.kdjingpai.com\/de\/hidream\/\">HiDream<\/a>.ai\"',\r\nheight=1024,\r\nwidth=1024,\r\nguidance_scale=5.0,\r\nnum_inference_steps=50,\r\ngenerator=torch.Generator(\"cuda\").manual_seed(0)\r\n).images[0]\r\nimage.save(\"output.png\")\r\n<\/code><\/pre>\n<p>\u53c2\u6570\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li><code>height<\/code>\u548c<code>width<\/code>\uff1a\u8bbe\u7f6e\u751f\u6210\u56fe\u50cf\u7684\u5206\u8fa8\u7387\uff0c\u63a8\u83501024&#215;1024\u3002<\/li>\n<li><code>guidance_scale<\/code>\uff1a\u63a7\u5236\u63d0\u793a\u8bcd\u9075\u5faa\u7a0b\u5ea6\uff0c\u5efa\u8bae5.0\u3002<\/li>\n<li><code>num_inference_steps<\/code>\uff1a\u63a8\u7406\u6b65\u9aa4\u6570\uff0cFull\u7248\u4e3a50\uff0cDev\u7248\u4e3a28\uff0cFast\u7248\u4e3a16\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884cGradio\u6f14\u793a<\/strong><br \/>\n\u9879\u76ee\u63d0\u4f9bGradio\u754c\u9762\uff0c\u65b9\u4fbf\u4ea4\u4e92\u5f0f\u751f\u6210\u56fe\u50cf\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\uff1a<\/p>\n<pre><code>python gradio_demo.py\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\uff0c\u8bbf\u95ee\u672c\u5730Web\u754c\u9762\uff0c\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\u5373\u53ef\u751f\u6210\u56fe\u50cf\u3002<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u6587\u672c\u8f6c\u56fe\u50cf<\/strong>\uff1a\u5728Gradio\u754c\u9762\u8f93\u5165\u63cf\u8ff0\u6027\u6587\u5b57\uff0c\u5982\u201c\u4e00\u53ea\u732b\u4e3e\u7740\u5199\u6709\u2018HiDream.ai\u2019\u7684\u724c\u5b50\u201d\u3002\u9009\u62e9\u6a21\u578b\u53d8\u4f53\u5e76\u8c03\u6574\u5206\u8fa8\u7387\uff0c\u70b9\u51fb\u751f\u6210\u5373\u53ef\u83b7\u5f97\u56fe\u50cf\u3002<\/li>\n<li><strong>\u56fe\u50cf\u7f16\u8f91<\/strong>\uff1a\u4f7f\u7528HiDream-E1-Full\u6a21\u578b\uff0c\u5728Hugging Face\u7a7a\u95f4\uff08<code>https:\/\/huggingface.co\/spaces\/HiDream-ai\/HiDream-E1-Full<\/code>\uff09\u4e0a\u4f20\u56fe\u50cf\u5e76\u8f93\u5165\u4fee\u6539\u6307\u4ee4\uff0c\u5982\u201c\u5c06\u80cc\u666f\u6539\u4e3a\u68ee\u6797\u201d\u3002\u6a21\u578b\u4f1a\u6839\u636e\u6307\u4ee4\u8c03\u6574\u56fe\u50cf\uff0c\u4fdd\u6301\u4eba\u7269\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u6839\u636e\u9700\u6c42\u9009\u62e9\u53d8\u4f53\u3002Full\u7248\u9002\u5408\u9ad8\u8d28\u91cf\u751f\u6210\uff0cDev\u7248\u9002\u5408\u5f00\u53d1\u6d4b\u8bd5\uff0cFast\u7248\u9002\u5408\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786c\u4ef6\u8981\u6c42\uff1a\u9700\u8981NVIDIA GPU\uff08\u5982A100\u3001RTX 3090\uff09\uff0c\u652f\u6301Ampere\u67b6\u6784\u4ee5\u4e0a\u30024\u4f4d\u91cf\u5316\u7248\u672c\uff08<code>hykilpikonna\/HiDream-I1-nf4<\/code>\uff09\u53ef\u572816GB\u663e\u5b58\u4e0b\u8fd0\u884c\u3002<\/li>\n<li>\u8bb8\u53ef\u8bc1\uff1a\u9700\u540c\u610f<code>meta-llama\/Meta-Llama-3.1-8B-Instruct<\/code>\u7684\u793e\u533a\u8bb8\u53ef\u8bc1\uff0c\u5e76\u5728Hugging Face\u4e0a\u767b\u5f55\uff1a\n<pre><code>huggingface-cli login\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5185\u5bb9\u521b\u4f5c<\/strong><br \/>\n\u521b\u4f5c\u8005\u53ef\u4f7f\u7528HiDream-I1\u751f\u6210\u63d2\u753b\u3001\u5e7f\u544a\u56fe\u6216\u6982\u5ff5\u827a\u672f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u672a\u6765\u57ce\u5e02\u591c\u666f\u201d\u751f\u6210\u79d1\u5e7b\u98ce\u683c\u56fe\u50cf\uff0c\u7528\u4e8e\u5c0f\u8bf4\u5c01\u9762\u6216\u6e38\u620f\u8bbe\u8ba1\u3002<\/li>\n<li><strong>\u6559\u80b2\u4e0e\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u5229\u7528\u6a21\u578b\u8fdb\u884c\u56fe\u50cf\u751f\u6210\u5b9e\u9a8c\uff0c\u6d4b\u8bd5\u4e0d\u540c\u63d0\u793a\u8bcd\u7684\u6548\u679c\uff0c\u6216\u57fa\u4e8eMIT\u8bb8\u53ef\u8bc1\u5f00\u53d1\u65b0\u5e94\u7528\u3002<\/li>\n<li><strong>\u5546\u4e1a\u7528\u9014<\/strong><br \/>\n\u4f01\u4e1a\u53ef\u751f\u6210\u4ea7\u54c1\u5ba3\u4f20\u56fe\u6216\u8425\u9500\u7d20\u6750\u3002MIT\u8bb8\u53ef\u8bc1\u5141\u8bb8\u81ea\u7531\u4f7f\u7528\u751f\u6210\u7684\u56fe\u50cf\uff0c\u65e0\u9700\u989d\u5916\u6388\u6743\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>HiDream-I1\u9700\u8981\u4ec0\u4e48\u786c\u4ef6\uff1f<\/strong><br \/>\n\u9700\u8981NVIDIA GPU\uff08\u5982RTX 3090\u3001A100\uff09\uff0c\u652f\u6301Ampere\u67b6\u6784\u4ee5\u4e0a\u30024\u4f4d\u91cf\u5316\u7248\u672c\u53ef\u572816GB\u663e\u5b58\u4e0b\u8fd0\u884c\u3002<\/li>\n<li><strong>\u5982\u4f55\u9009\u62e9\u6a21\u578b\u53d8\u4f53\uff1f<\/strong><br \/>\nFull\u7248\u9002\u5408\u9ad8\u8d28\u91cf\u751f\u6210\uff0cDev\u7248\u9002\u5408\u5feb\u901f\u5f00\u53d1\uff0cFast\u7248\u9002\u5408\u5feb\u901f\u751f\u6210\u4f46\u8d28\u91cf\u7a0d\u4f4e\u3002<\/li>\n<li><strong>\u751f\u6210\u7684\u56fe\u50cf\u53ef\u4ee5\u5546\u7528\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002MIT\u8bb8\u53ef\u8bc1\u5141\u8bb8\u5c06\u751f\u6210\u7684\u56fe\u50cf\u7528\u4e8e\u4e2a\u4eba\u3001\u79d1\u7814\u548c\u5546\u4e1a\u7528\u9014\u3002<\/li>\n<li><strong>\u5982\u4f55\u89e3\u51b3\u6a21\u578b\u4e0b\u8f7d\u5931\u8d25\uff1f<\/strong><br \/>\n\u63d0\u524d\u4eceHugging Face\u4e0b\u8f7d<code>meta-llama\/Meta-Llama-3.1-8B-Instruct<\/code>\u6a21\u578b\uff0c\u653e\u7f6e\u5230\u7f13\u5b58\u76ee\u5f55\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>HiDream-I1\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u56fe\u50cf\u751f\u6210\u57fa\u7840\u6a21\u578b\uff0c\u62e5\u6709170\u4ebf\u53c2\u6570\uff0c\u80fd\u591f\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u6a21\u578b\u5373\u53ef\u751f\u6210\u5305\u62ec\u5199\u5b9e\u3001\u5361\u901a\u3001\u827a\u672f\u7b49\u591a\u79cd\u98ce\u683c\u7684\u56fe\u50cf\u3002\u8be5\u9879\u76ee\u7531HiDream.ai\u56e2\u961f\u5f00\u53d1\uff0c\u6258\u7ba1\u5728GitHub\u4e0a\uff0c\u91c7\u7528MIT\u8bb8\u53ef\u8bc1&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62340,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[398,392],"tags":[],"class_list":["post-31680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-image-generation-model","category-models"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/31680","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=31680"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/31680\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62340"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=31680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=31680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=31680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}