{"id":29139,"date":"2025-03-19T18:21:02","date_gmt":"2025-03-19T10:21:02","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29139"},"modified":"2025-03-19T18:21:02","modified_gmt":"2025-03-19T10:21:02","slug":"skywork-r1v","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/skywork-r1v\/","title":{"rendered":"Skywork-R1V\uff1a\u6606\u4ed1\u4e07\u6587\u5f00\u6e90\u7684\u56fe\u6587\u6df7\u5408\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b"},"content":{"rendered":"<p>Skywork-R1V \u662f\u7531 SkyworkAI\uff08\u6606\u4ed1\u4e07\u7ef4\uff09 \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b\uff0c\u53d1\u5e03\u4e8e GitHub\u3002\u5b83\u80fd\u540c\u65f6\u5904\u7406\u56fe\u50cf\u548c\u6587\u5b57\uff0c\u8fdb\u884c\u591a\u6b65\u9aa4\u903b\u8f91\u63a8\u7406\uff0c\u7279\u522b\u64c5\u957f\u5206\u6790\u590d\u6742\u56fe\u50cf\u95ee\u9898\u3002\u8fd9\u6b3e\u6a21\u578b\u57282025\u5e743\u670818\u65e5\u6b63\u5f0f\u63a8\u51fa\uff0c\u53c2\u6570\u89c4\u6a21\u8fbe38\u4ebf\u3002\u5b83\u652f\u6301\u89c6\u89c9\u601d\u7ef4\u94fe\uff08Chain-of-Thought\uff09\uff0c\u53ef\u4ee5\u9010\u6b65\u5206\u89e3\u56fe\u50cf\u5185\u5bb9\uff0c\u5e2e\u52a9\u7528\u6237\u89e3\u51b3\u6570\u5b66\u3001\u79d1\u5b66\u7b49\u9886\u57df\u7684\u95ee\u9898\u3002Skywork-R1V \u7684\u76ee\u6807\u662f\u63a8\u52a8AI\u6280\u672f\u53d1\u5c55\uff0c\u8ba9\u66f4\u591a\u4eba\u514d\u8d39\u4f7f\u7528\u5f3a\u5927\u7684\u63a8\u7406\u5de5\u5177\u3002\u5b83\u4e0d\u4ec5\u529f\u80fd\u5f3a\u5927\uff0c\u8fd8\u63d0\u4f9b\u8be6\u7ec6\u6587\u6863\u548c\u4ee3\u7801\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u4f7f\u7528\u548c\u6539\u8fdb\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-29140\" title=\"Skywork-R1V\uff1a\u6606\u4ed1\u4e07\u6587\u5f00\u6e90\u7684\u56fe\u6587\u6df7\u5408\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/5a1cbf4fe03c220.jpg\" alt=\"Skywork-R1V\uff1a\u6606\u4ed1\u4e07\u6587\u5f00\u6e90\u7684\u56fe\u6587\u6df7\u5408\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b-1\" width=\"718\" height=\"634\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/5a1cbf4fe03c220.jpg 1224w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/5a1cbf4fe03c220-768x678.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/5a1cbf4fe03c220-14x12.jpg 14w\" sizes=\"auto, (max-width: 718px) 100vw, 718px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u89c6\u89c9\u601d\u7ef4\u94fe\u63a8\u7406<\/strong>\uff1a\u80fd\u9010\u6b65\u5206\u6790\u56fe\u50cf\u5185\u5bb9\uff0c\u5206\u89e3\u590d\u6742\u95ee\u9898\uff0c\u63d0\u4f9b\u6e05\u6670\u89e3\u7b54\u3002<\/li>\n<li><strong>\u6570\u5b66\u95ee\u9898\u6c42\u89e3<\/strong>\uff1a\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u6570\u5b66\u9898\u76ee\u5e76\u7ed9\u51fa\u9ad8\u7cbe\u5ea6\u7b54\u6848\u3002<\/li>\n<li><strong>\u79d1\u5b66\u56fe\u50cf\u89e3\u8bfb<\/strong>\uff1a\u5206\u6790\u533b\u5b66\u6216\u79d1\u5b66\u56fe\u7247\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\u3002<\/li>\n<li><strong>\u8de8\u6a21\u6001\u7406\u89e3<\/strong>\uff1a\u7ed3\u5408\u6587\u5b57\u548c\u56fe\u50cf\uff0c\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u63a8\u7406\u7ed3\u679c\u3002<\/li>\n<li><strong>\u5f00\u6e90\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\u548c\u6a21\u578b\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u7531\u4fee\u6539\u548c\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>Skywork-R1V \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u7528\u6237\u9700\u8981\u901a\u8fc7 GitHub \u4e0b\u8f7d\u5e76\u5728\u672c\u5730\u914d\u7f6e\u73af\u5883\u624d\u80fd\u4f7f\u7528\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6307\u5357\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u786e\u4fdd\u4f60\u7684\u7535\u8111\u5df2\u5b89\u88c5 Python 3.8 \u6216\u4ee5\u4e0a\u7248\u672c\u3002\u53ef\u4ee5\u7528\u547d\u4ee4\u00a0<code>python --version<\/code>\u00a0\u68c0\u67e5\u3002<\/li>\n<li>\u9700\u8981\u5b89\u88c5 Git\uff0c\u7528\u4e8e\u4e0b\u8f7d\u4ee3\u7801\u3002Windows \u7528\u6237\u53ef\u5728\u5b98\u7f51\u4e0b\u8f7d\uff0cLinux \u6216 Mac \u7528\u6237\u53ef\u901a\u8fc7\u7ec8\u7aef\u8f93\u5165\u00a0<code>sudo apt install git<\/code>\u00a0\u6216\u00a0<code>brew install git<\/code>\u00a0\u5b89\u88c5\u3002<\/li>\n<li>\u63a8\u8350\u4f7f\u7528 GPU \u73af\u5883\uff08\u5982 NVIDIA \u663e\u5361\uff09\u4ee5\u63d0\u5347\u6027\u80fd\uff0c\u9700\u5b89\u88c5 CUDA \u548c cuDNN\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u4ee3\u7801<\/strong>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\u6216\u547d\u4ee4\u884c\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686\u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/SkyworkAI\/Skywork-R1V.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u6587\u4ef6\u5939\uff1a\n<pre><code>cd Skywork-R1V\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\n<ul>\n<li>\u9879\u76ee\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4f9d\u8d56\u6587\u4ef6\u00a0<code>&lt;requirements.txt&gt;<\/code>\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u5e93\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u679c\u9700\u8981\u52a0\u901f\u63a8\u7406\uff0c\u5b89\u88c5 Flash Attention\uff1a\n<pre><code>pip install flash-attn --no-build-isolation\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>\n<ul>\n<li>Skywork-R1V \u7684\u6a21\u578b\u6587\u4ef6\u6258\u7ba1\u5728 Hugging Face \u4e0a\u3002\u8bbf\u95ee\u00a0<code>https:\/\/huggingface.co\/Skywork\/Skywork-R1V-38B<\/code>\uff0c\u624b\u52a8\u4e0b\u8f7d\u6a21\u578b\u6587\u4ef6\uff0c\u6216\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a\n<pre><code>huggingface-cli download Skywork\/Skywork-R1V-38B --local-dir .\/model\r\n<\/code><\/pre>\n<\/li>\n<li>\u5c06\u4e0b\u8f7d\u7684\u6a21\u578b\u6587\u4ef6\u653e\u5165\u9879\u76ee\u76ee\u5f55\u4e0b\u7684\u00a0<code>model<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u8fd0\u884c\u73af\u5883<\/strong>\n<ul>\n<li>\u5982\u679c\u6709\u591a\u4e2a GPU\uff0c\u8bbe\u7f6e\u53ef\u89c1\u8bbe\u5907\u3002\u4f8b\u5982\u4f7f\u7528\u4e24\u5757 GPU\uff1a\n<pre><code>export CUDA_VISIBLE_DEVICES=\"0,1\"\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5982\u4f55\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>Skywork-R1V \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u56fe\u50cf\u548c\u6587\u5b57\u8fdb\u884c\u63a8\u7406\u3002\u4ee5\u4e0b\u662f\u64cd\u4f5c\u6b65\u9aa4\u3002<\/p>\n<h4>\u529f\u80fd1\uff1a\u89c6\u89c9\u601d\u7ef4\u94fe\u63a8\u7406<\/h4>\n<ul>\n<li><strong>\u51c6\u5907\u8f93\u5165<\/strong>\uff1a\u5c06\u9700\u8981\u5206\u6790\u7684\u56fe\u7247\uff08\u5982\u6570\u5b66\u9898\u76ee\u6216\u79d1\u5b66\u56fe\u8868\uff09\u4fdd\u5b58\u5230\u672c\u5730\uff0c\u4f8b\u5982\u00a0<code>image1.jpg<\/code>\u3002<\/li>\n<li><strong>\u7f16\u5199\u95ee\u9898<\/strong>\uff1a\u5728\u4ee3\u7801\u4e2d\u6307\u5b9a\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u60f3\u95ee\u201c\u56fe\u7247\u4e2d\u7684\u6570\u5b66\u9898\u7b54\u6848\u662f\u4ec0\u4e48\uff1f\u201d\u3002<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406<\/strong>\uff1a\u7f16\u8f91\u00a0<code>&lt;inference_with_transformers.py&gt;<\/code>\u00a0\u6587\u4ef6\uff0c\u586b\u5165\u56fe\u7247\u8def\u5f84\u548c\u95ee\u9898\uff1a\n<pre><code>image_paths = [\"image1.jpg\"]\r\nquestion = \"\u56fe\u7247\u4e2d\u7684\u6570\u5b66\u9898\u7b54\u6848\u662f\u4ec0\u4e48\uff1f\"<\/code><\/pre>\n<\/li>\n<\/ul>\n<ul>\n<li><strong>\u6267\u884c\u547d\u4ee4<\/strong>\uff1a\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a\n<pre><code>python inference_with_transformers.py --model_path .\/model --image_paths image1.jpg --question \"\u56fe\u7247\u4e2d\u7684\u6570\u5b66\u9898\u7b54\u6848\u662f\u4ec0\u4e48\uff1f\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\uff1a\u7a0b\u5e8f\u4f1a\u8f93\u51fa\u9010\u6b65\u63a8\u7406\u8fc7\u7a0b\u548c\u6700\u7ec8\u7b54\u6848\u3002<\/li>\n<\/ul>\n<h4>\u529f\u80fd2\uff1a\u6570\u5b66\u95ee\u9898\u6c42\u89e3<\/h4>\n<ul>\n<li><strong>\u8f93\u5165\u56fe\u50cf<\/strong>\uff1a\u4e0a\u4f20\u5305\u542b\u6570\u5b66\u516c\u5f0f\u7684\u56fe\u7247\uff0c\u4f8b\u5982\u624b\u5199\u6216\u5370\u5237\u7684\u9898\u76ee\u3002<\/li>\n<li><strong>\u8fd0\u884c\u4ee3\u7801<\/strong>\uff1a\u4e0e\u89c6\u89c9\u601d\u7ef4\u94fe\u7c7b\u4f3c\uff0c\u8bbe\u7f6e\u95ee\u9898\u4e3a\u201c\u6c42\u89e3\u56fe\u7247\u4e2d\u7684\u6570\u5b66\u95ee\u9898\u201d\uff0c\u7136\u540e\u8fd0\u884c\uff1a\n<pre><code>python inference_with_transformers.py --model_path .\/model --image_paths math_image.jpg --question \"\u6c42\u89e3\u56fe\u7247\u4e2d\u7684\u6570\u5b66\u95ee\u9898\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u7ed3\u679c\u5c55\u793a<\/strong>\uff1a\u6a21\u578b\u4f1a\u8bc6\u522b\u516c\u5f0f\uff0c\u9010\u6b65\u8ba1\u7b97\uff0c\u6700\u540e\u7ed9\u51fa\u7b54\u6848\u3002<\/li>\n<\/ul>\n<h4>\u529f\u80fd3\uff1a\u79d1\u5b66\u56fe\u50cf\u89e3\u8bfb<\/h4>\n<ul>\n<li><strong>\u4e0a\u4f20\u56fe\u7247<\/strong>\uff1a\u51c6\u5907\u533b\u5b66\u5f71\u50cf\u6216\u79d1\u5b66\u56fe\u8868\uff0c\u6bd4\u5982 X \u5149\u7247\u6216\u7ec6\u80de\u663e\u5fae\u955c\u56fe\u50cf\u3002<\/li>\n<li><strong>\u63d0\u95ee<\/strong>\uff1a\u8f93\u5165\u5177\u4f53\u95ee\u9898\uff0c\u5982\u201c\u56fe\u7247\u4e2d\u7684\u7ec6\u80de\u7ed3\u6784\u662f\u4ec0\u4e48\uff1f\u201d\u3002<\/li>\n<li><strong>\u8fd0\u884c\u7a0b\u5e8f<\/strong>\uff1a\n<pre><code>python inference_with_transformers.py --model_path .\/model --image_paths science_image.jpg --question \"\u56fe\u7247\u4e2d\u7684\u7ec6\u80de\u7ed3\u6784\u662f\u4ec0\u4e48\uff1f\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8f93\u51fa\u5206\u6790<\/strong>\uff1a\u6a21\u578b\u4f1a\u63d0\u53d6\u56fe\u50cf\u7279\u5f81\uff0c\u7ed3\u5408\u95ee\u9898\u7ed9\u51fa\u8be6\u7ec6\u89e3\u91ca\u3002<\/li>\n<\/ul>\n<h3>\u64cd\u4f5c\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u56fe\u7247\u683c\u5f0f<\/strong>\uff1a\u652f\u6301\u5e38\u89c1\u683c\u5f0f\u5982 JPG\u3001PNG\uff0c\u5efa\u8bae\u56fe\u7247\u6e05\u6670\u5ea6\u9ad8\u3002<\/li>\n<li><strong>\u786c\u4ef6\u9700\u6c42<\/strong>\uff1a\u65e0 GPU \u7684\u7535\u8111\u4e5f\u80fd\u8fd0\u884c\uff0c\u4f46\u901f\u5ea6\u8f83\u6162\u3002\u63a8\u8350\u81f3\u5c11 16GB \u5185\u5b58\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u95ee\u9898<\/strong>\uff1a\u5982\u679c\u9047\u5230\u9519\u8bef\uff0c\u68c0\u67e5\u00a0<code>&lt;requirements.txt&gt;<\/code>\u00a0\u662f\u5426\u5b8c\u6574\u5b89\u88c5\uff0c\u6216\u8005\u67e5\u770b GitHub \u4e0a\u7684 Issues \u9875\u9762\u5bfb\u6c42\u5e2e\u52a9\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528 Skywork-R1V \u5904\u7406\u56fe\u50cf\u548c\u6587\u5b57\u4efb\u52a1\u3002\u66f4\u591a\u9ad8\u7ea7\u7528\u6cd5\uff0c\u53ef\u4ee5\u53c2\u8003\u5b98\u65b9\u6587\u6863\u00a0<code>&lt;Skywork_R1V.pdf&gt;<\/code>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u6559\u80b2\u8f85\u52a9<\/strong><br \/>\n\u5b66\u751f\u53ef\u4ee5\u7528 Skywork-R1V \u5206\u6790\u6570\u5b66\u4f5c\u4e1a\u4e2d\u7684\u56fe\u7247\u9898\u76ee\uff0c\u5feb\u901f\u5f97\u5230\u89e3\u7b54\u548c\u89e3\u9898\u6b65\u9aa4\uff0c\u5e2e\u52a9\u7406\u89e3\u77e5\u8bc6\u70b9\u3002<\/li>\n<li><strong>\u79d1\u5b66\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u4e0a\u4f20\u5b9e\u9a8c\u56fe\u7247\uff0c\u8ba9\u6a21\u578b\u89e3\u8bfb\u6570\u636e\u6216\u56fe\u50cf\u5185\u5bb9\uff0c\u8282\u7701\u5206\u6790\u65f6\u95f4\u3002<\/li>\n<li><strong>\u533b\u7597\u652f\u6301<\/strong><br \/>\n\u533b\u751f\u53ef\u8f93\u5165 X \u5149\u7247\u6216\u663e\u5fae\u955c\u56fe\u50cf\uff0c\u83b7\u53d6\u521d\u6b65\u8bca\u65ad\u5efa\u8bae\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Skywork-R1V \u652f\u6301\u54ea\u4e9b\u8bed\u8a00\uff1f<\/strong><br \/>\n\u76ee\u524d\u4e3b\u8981\u652f\u6301\u4e2d\u6587\u548c\u82f1\u6587\uff0c\u6587\u5b57\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u53ef\u4ee5\u662f\u8fd9\u4e24\u79cd\u8bed\u8a00\u3002<\/li>\n<li><strong>\u9700\u8981\u4ed8\u8d39\u5417\uff1f<\/strong><br \/>\n\u4e0d\u9700\u8981\u3002Skywork-R1V 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