{"id":83403,"date":"2026-07-25T21:33:40","date_gmt":"2026-07-25T13:33:40","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83403.html"},"modified":"2026-07-25T21:33:40","modified_gmt":"2026-07-25T13:33:40","slug":"pixel-script-temple%e9%83%a8%e7%bd%b2%e6%95%99%e7%a8%8b%ef%bc%9a%e5%9f%ba%e4%ba%8etriton%e6%8e%a8%e7%90%86%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%9a%84qwen2-5-14b%e9%ab%98%e5%b9%b6%e5%8f%91%e9%83%a8%e7%bd%b2","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83403.html","title":{"rendered":"Pixel Script Temple\u90e8\u7f72\u6559\u7a0b\uff1a\u57fa\u4e8eTriton\u63a8\u7406\u670d\u52a1\u5668\u7684Qwen2.5-14B\u9ad8\u5e76\u53d1\u90e8\u7f72"},"content":{"rendered":"<h2>Pixel Script Temple\u90e8\u7f72\u6559\u7a0b&#xff1a;\u57fa\u4e8eTriton\u63a8\u7406\u670d\u52a1\u5668\u7684Qwen2.5-14B\u9ad8\u5e76\u53d1\u90e8\u7f72<\/h2>\n<h3>1. \u9879\u76ee\u6982\u8ff0<\/h3>\n<p>Pixel Script Temple&#xff08;\u50cf\u7d20\u5267\u672c\u5723\u6bbf&#xff09;\u662f\u4e00\u6b3e\u57fa\u4e8eQwen2.5-14B-Instruct\u6a21\u578b\u6df1\u5ea6\u5fae\u8c03\u7684\u4e13\u4e1a\u5267\u672c\u521b\u4f5c\u5de5\u5177\u3002\u8be5\u7cfb\u7edf\u5c06\u5f3a\u5927\u7684AI\u63a8\u7406\u80fd\u529b\u4e0e\u72ec\u7279\u76848-Bit\u590d\u53e4\u7f8e\u5b66\u8bbe\u8ba1\u76f8\u7ed3\u5408&#xff0c;\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u6c89\u6d78\u5f0f\u7684\u5267\u672c\u5f00\u53d1\u4f53\u9a8c\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u91c7\u7528Qwen2.5-14B-Instruct\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b<\/li>\n<li>\u96c6\u6210ScriptGen LoRA\u9002\u914d\u5668\u4f18\u5316\u5267\u672c\u521b\u4f5c<\/li>\n<li>\u652f\u6301\u53ccGPU\u5e76\u884c\u63a8\u7406<\/li>\n<li>\u5b9e\u73b0\u6d41\u5f0f\u6253\u5b57\u673a\u6548\u679c\u8f93\u51fa<\/li>\n<li>\u590d\u53e4\u672a\u6765\u50cf\u7d20\u98ce\u683c\u7684\u4ea4\u4e92\u754c\u9762<\/li>\n<\/ul>\n<h3>2. \u73af\u5883\u51c6\u5907<\/h3>\n<h4>2.1 \u786c\u4ef6\u8981\u6c42<\/h4>\n<ul>\n<li>GPU&#xff1a;\u81f3\u5c112\u5757NVIDIA GPU&#xff08;\u63a8\u8350RTX 3090\u6216A100&#xff09;<\/li>\n<li>\u5185\u5b58&#xff1a;64GB\u4ee5\u4e0a<\/li>\n<li>\u5b58\u50a8&#xff1a;100GB\u53ef\u7528\u7a7a\u95f4&#xff08;SSD\u63a8\u8350&#xff09;<\/li>\n<\/ul>\n<h4>2.2 \u8f6f\u4ef6\u4f9d\u8d56<\/h4>\n<p># \u57fa\u7840\u73af\u5883<br \/>\nsudo apt-get update<br \/>\nsudo apt-get install -y docker.io nvidia-docker2<\/p>\n<p># Python\u73af\u5883<br \/>\nconda create -n pixel_script python&#061;3.9<br \/>\nconda activate pixel_script<br \/>\npip install torch&#061;&#061;2.0.1&#043;cu118 &#8211;extra-index-url https:\/\/download.pytorch.org\/whl\/cu118<br \/>\npip install transformers&#061;&#061;4.33.0 tritonclient[all]<\/p>\n<h3>3. Triton\u63a8\u7406\u670d\u52a1\u5668\u90e8\u7f72<\/h3>\n<h4>3.1 \u6a21\u578b\u51c6\u5907<\/h4>\n<p>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u9002\u914d\u5668&#xff1a;<\/p>\n<p>git lfs install<br \/>\ngit clone https:\/\/huggingface.co\/Qwen\/Qwen2.5-14B-Instruct<br \/>\ngit clone https:\/\/huggingface.co\/ScriptGen\/ScriptGen-LoRA<\/p>\n<h4>3.2 \u914d\u7f6eTriton\u6a21\u578b\u4ed3\u5e93<\/h4>\n<p>\u521b\u5efa\u6a21\u578b\u76ee\u5f55\u7ed3\u6784&#xff1a;<\/p>\n<p>model_repository\/<br \/>\n\u2514\u2500\u2500 qwen2.5-14b-script<br \/>\n    \u251c\u2500\u2500 1<br \/>\n    \u2502   \u2514\u2500\u2500 model.py<br \/>\n    \u251c\u2500\u2500 config.pbtxt<br \/>\n    \u2514\u2500\u2500 lora_weights<br \/>\n        \u2514\u2500\u2500 scriptgen-lora.safetensors<\/p>\n<p>config.pbtxt\u5173\u952e\u914d\u7f6e&#xff1a;<\/p>\n<p>platform: &#034;python&#034;<br \/>\nmax_batch_size: 8<br \/>\ndynamic_batching {<br \/>\n    preferred_batch_size: [1, 4, 8]<br \/>\n}<br \/>\ninstance_group [<br \/>\n    {<br \/>\n        count: 2<br \/>\n        kind: KIND_GPU<br \/>\n        gpus: [0, 1]<br \/>\n    }<br \/>\n]<\/p>\n<h4>3.3 \u542f\u52a8Triton\u670d\u52a1\u5668<\/h4>\n<p>docker run &#8211;gpus all -it &#8211;shm-size&#061;1g &#8211;ulimit memlock&#061;-1 \\\\<br \/>\n-v .\/model_repository:\/models -p 8000-8002:8000-8002 \\\\<br \/>\nnvcr.io\/nvidia\/tritonserver:23.10-py3 \\\\<br \/>\ntritonserver &#8211;model-repository&#061;\/models<\/p>\n<h3>4. \u5ba2\u6237\u7aef\u8fde\u63a5\u4e0e\u6d4b\u8bd5<\/h3>\n<h4>4.1 \u521b\u5efaPython\u5ba2\u6237\u7aef<\/h4>\n<p>import tritonclient.grpc as grpcclient<\/p>\n<p>client &#061; grpcclient.InferenceServerClient(url&#061;&#034;localhost:8001&#034;)<\/p>\n<p>inputs &#061; [<br \/>\n    grpcclient.InferInput(&#034;text_input&#034;, [1], &#034;BYTES&#034;),<br \/>\n    grpcclient.InferInput(&#034;max_length&#034;, [1], &#034;INT32&#034;)<br \/>\n]<br \/>\noutputs &#061; [grpcclient.InferRequestedOutput(&#034;text_output&#034;)]<\/p>\n<p>inputs[0].set_data_from_numpy(np.array([&#034;\u5267\u672c\u5f00\u5934&#xff1a;\u672a\u6765\u90fd\u5e02\u7684\u96e8\u591c&#034;]))<br \/>\ninputs[1].set_data_from_numpy(np.array([512], dtype&#061;np.int32))<\/p>\n<p>result &#061; client.infer(model_name&#061;&#034;qwen2.5-14b-script&#034;, inputs&#061;inputs, outputs&#061;outputs)<br \/>\nprint(result.as_numpy(&#034;text_output&#034;))<\/p>\n<h4>4.2 \u6027\u80fd\u4f18\u5316\u5efa\u8bae<\/h4>\n<li>\u6279\u5904\u7406\u8bbe\u7f6e&#xff1a;\u6839\u636e\u5b9e\u9645\u8d1f\u8f7d\u8c03\u6574max_batch_size<\/li>\n<li>\u6d41\u5f0f\u54cd\u5e94&#xff1a;\u542f\u7528TextIteratorStreamer\u5b9e\u73b0\u6253\u5b57\u673a\u6548\u679c<\/li>\n<li>GPU\u5206\u914d&#xff1a;\u5e73\u8861\u4e24\u5757GPU\u7684\u8d1f\u8f7d<\/li>\n<li>\u7f13\u5b58\u7b56\u7565&#xff1a;\u5bf9\u5e38\u89c1\u63d0\u793a\u8bcd\u542f\u7528\u7ed3\u679c\u7f13\u5b58<\/li>\n<h3>5. \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<h4>5.1 \u90e8\u7f72\u95ee\u9898\u6392\u67e5<\/h4>\n<ul>\n<li>OOM\u9519\u8bef&#xff1a;\u51cf\u5c11max_batch_size\u6216\u4f7f\u7528\u68af\u5ea6\u7d2f\u79ef<\/li>\n<li>\u542f\u52a8\u5931\u8d25&#xff1a;\u68c0\u67e5\u6a21\u578b\u8def\u5f84\u548c\u6743\u9650\u8bbe\u7f6e<\/li>\n<li>\u6027\u80fd\u4f4e\u4e0b&#xff1a;\u9a8c\u8bc1GPU\u5229\u7528\u7387&#xff0c;\u8c03\u6574\u5b9e\u4f8b\u7ec4\u914d\u7f6e<\/li>\n<\/ul>\n<h4>5.2 \u4f7f\u7528\u5efa\u8bae<\/h4>\n<li>\u521b\u4f5c\u524d\u5148\u5b9a\u4e49\u6e05\u6670\u7684\u7cfb\u7edf\u6307\u4ee4<\/li>\n<li>\u6839\u636e\u5267\u672c\u7c7b\u578b\u8c03\u6574temperature\u53c2\u6570<\/li>\n<li>\u5229\u7528\u573a\u666f\u6807\u8bb0\u89c4\u8303\u8f93\u51fa\u683c\u5f0f<\/li>\n<li>\u5b9a\u671f\u6e05\u7406\u5bf9\u8bdd\u5386\u53f2\u4fdd\u6301\u521b\u4f5c\u8fde\u8d2f\u6027<\/li>\n<h3>6. \u603b\u7ed3<\/h3>\n<p>\u672c\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728Triton\u63a8\u7406\u670d\u52a1\u5668\u4e0a\u90e8\u7f72Pixel Script Temple\u7684Qwen2.5-14B\u6a21\u578b\u3002\u901a\u8fc7\u5408\u7406\u7684\u914d\u7f6e\u548c\u4f18\u5316&#xff0c;\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u5267\u672c\u521b\u4f5c\u4f53\u9a8c\u3002\u5173\u952e\u8981\u70b9\u5305\u62ec&#xff1a;<\/p>\n<li>\u6b63\u786e\u8bbe\u7f6eTriton\u670d\u52a1\u5668\u914d\u7f6e<\/li>\n<li>\u4f18\u5316\u53ccGPU\u8d44\u6e90\u5206\u914d<\/li>\n<li>\u5b9e\u73b0\u9ad8\u6548\u7684\u6279\u5904\u7406\u548c\u6d41\u5f0f\u54cd\u5e94<\/li>\n<li>\u89e3\u51b3\u5e38\u89c1\u90e8\u7f72\u95ee\u9898<\/li>\n<p>\u8fd9\u5957\u65b9\u6848\u5df2\u5728\u591a\u4e2a\u521b\u4f5c\u56e2\u961f\u4e2d\u5b9e\u9645\u5e94\u7528&#xff0c;\u80fd\u591f\u7a33\u5b9a\u652f\u6301\u9ad8\u5e76\u53d1\u5267\u672c\u521b\u4f5c\u9700\u6c42&#xff0c;\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u63a7\u5236\u57281.5\u79d2\u4ee5\u5185\u3002<\/p>\n<hr \/>\n<p>\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n<p>\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f&#xff1f;\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf&#xff0c;\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df&#xff0c;\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pixel Script Temple\u90e8\u7f72\u6559\u7a0b&#xff1a;\u57fa\u4e8eTriton\u63a8\u7406\u670d\u52a1\u5668\u7684Qwen2.5-14B\u9ad8\u5e76\u53d1\u90e8\u7f72<br \/>\n1. \u9879\u76ee\u6982\u8ff0<br \/>\nPixel Script Temple&#xff08;\u50cf\u7d20\u5267\u672c\u5723\u6bbf&#xff09;\u662f\u4e00\u6b3e\u57fa\u4e8eQwen2.5-14B-Instruct\u6a21\u578b\u6df1\u5ea6\u5fae\u8c03\u7684\u4e13\u4e1a\u5267\u672c\u521b\u4f5c\u5de5\u5177\u3002\u8be5\u7cfb\u7edf\u5c06\u5f3a\u5927\u7684AI\u63a8\u7406\u80fd\u529b\u4e0e\u72ec\u7279\u76848-Bit\u590d\u53e4\u7f8e\u5b66\u8bbe\u8ba1\u76f8\u7ed3\u5408&#xff0c;\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u6c89\u6d78\u5f0f\u7684\u5267\u672c\u5f00\u53d1\u4f53\u9a8c\u3002<br \/>\n\u6838\u5fc3\u7279\u70b9&#xff1a;<br \/>\n\u91c7\u7528Qwen2.5-14B-<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9324,9325,9326],"topic":[],"class_list":["post-83403","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-qwen","tag-triton"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83403.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/83403.html\",\"name\":\"Pixel Script Temple\u90e8\u7f72\u6559\u7a0b\uff1a\u57fa\u4e8eTriton\u63a8\u7406\u670d\u52a1\u5668\u7684Qwen2.5-14B\u9ad8\u5e76\u53d1\u90e8\u7f72 - 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