{"id":7699,"date":"2025-03-28T03:29:56","date_gmt":"2025-03-28T03:29:56","guid":{"rendered":"https:\/\/www.mixtile.com\/?post_type=ht_kb&#038;p=7699"},"modified":"2025-03-28T08:53:30","modified_gmt":"2025-03-28T08:53:30","slug":"mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo","status":"publish","type":"ht_kb","link":"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/","title":{"rendered":"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo"},"content":{"rendered":"<h3>1. Requirement<\/h3>\n\n\n\n<ul><li>Host Machine:<br>X86 computer, Ubuntu 22.04 or above<br>rkllm-toolkit==1.1.4<br>python==3.8 or python==3.10<\/li><li>Mixtile Blade 3 Board:<br>Ubuntu 22.04 or above<br>rkllm-runtime==1.1.4<br>python==3.8 or python==3.10<\/li><\/ul>\n\n\n\n<p>Download RKLLM Main from Github to the Ubuntu computer via below link:<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/airockchip\/rknn-llm?tab=readme-ov-file\">https:\/\/github.com\/airockchip\/rknn-llm?tab=readme-ov-file<\/a><\/p>\n\n\n\n<p>Download cross compiler to the Ubuntu computer:<\/p>\n\n\n\n<p><a href=\"https:\/\/developer.arm.com\/-\/media\/Files\/downloads\/gnu-a\/10.2-2020.11\/binrel\/gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu.tar.xz?revision=972019b5-912f-4ae6-864a-f61f570e2e7e&amp;rev=972019b5912f4ae6864af61f570e2e7e&amp;hash=90B272942CAC63CBE2787E5F43E7B2C6D0AB20D6\">gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu.tar.xz<\/a><\/p>\n\n\n\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9&nbsp;<strong>converted rkllm model<\/strong>&nbsp;\u3088\u308a <a href=\"https:\/\/console.box.lenovo.com\/l\/l0tXb8\">rkllm_model_zoo<\/a>, fetch code: rkllm<\/p>\n\n\n\n<p>Under the directory of examples\/DeepSeek-R1-Distill-Qwen-1.5B_Demo\/deploy, not only does it contain sample code for invoking the RKLLM model inference, but also includes compilation scripts build-android.sh and build-linux.sh. This section will provide a brief explanation of how to use the sample code, taking compiling executable files for Linux systems as an example using the build-linux.sh script:&nbsp;<\/p>\n\n\n\n<p>Firstly, users need to prepare cross-compilation tools, noting that the recommended version of the compilation tools is 10.2 or above. Subsequently, before the compilation process, users should replace the path to the cross-compilation tools in build-linux.sh themselves:<\/p>\n\n\n\n<p><code># Set the path of the cross-compiler GCC_COMPILER_PATH=~\/gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu\/bin\/aarch64-none-linux-gnu<\/code><\/p>\n\n\n\n<p>Users can directly compile the example code by running the&nbsp;<code>deploy\/build-linux.sh<\/code>&nbsp;\u307e\u305f\u306f&nbsp;<code>deploy\/build-android.sh<\/code>&nbsp;script (replacing the cross-compiler path with the actual path). This will generate an&nbsp;<code>install\/demo_Linux_aarch64<\/code>&nbsp;folder in the&nbsp;<code>deploy<\/code>&nbsp;directory, containing the executables&nbsp;<code>llm_demo<\/code>, and the&nbsp;<code>lib<\/code>&nbsp;\u30d5\u30a9\u30eb\u30c0\u30fc<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd deploy\n# for linux\n.\/build-linux.sh\n# push install dir to device\nadb push install\/demo_Linux_aarch64 \/data\n# push model file to device\nadb push DeepSeek-R1-Distill-Qwen-1.5B.rkllm \/data\/demo_Linux_aarch64<\/code><\/pre>\n\n\n\n<p>If you don&#8217;t want to compile the demo by yourself, you can just download it via the below link:<\/p>\n\n\n\n<p><a href=\"https:\/\/downloads.mixtile.com\/blade3\/file\/install.tar.gz\">https:\/\/downloads.mixtile.com\/blade3\/file\/install.tar.gz<\/a><\/p>\n\n\n\n<h3>2. Run Demo on Mixtile Blade 3<\/h3>\n\n\n\n<p>Enter the&nbsp;<code>\/data\/demo_Linux_aarch64<\/code>&nbsp;directory on the Mixtile Blade 3 board and run the example using the following code<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>adb shell\ncd \/data\/demo_Linux_aarch64\n# export lib path\nexport LD_LIBRARY_PATH=.\/lib\ntaskset f0 .\/llm_demo \/path\/to\/your\/rkllm\/model 2048 4096\n\n# Running result                                                          \nrkllm init start\nrkllm init success\n\n**********************\u53ef\u8f93\u5165\u4ee5\u4e0b\u95ee\u9898\u5bf9\u5e94\u5e8f\u53f7\u83b7\u53d6\u56de\u7b54\/\u6216\u81ea\u5b9a\u4e49\u8f93\u5165********************\n\n&#91;0] \u73b0\u6709\u4e00\u7b3c\u5b50\uff0c\u91cc\u9762\u6709\u9e21\u548c\u5154\u5b50\u82e5\u5e72\u53ea\uff0c\u6570\u4e00\u6570\uff0c\u5171\u6709\u593414\u4e2a\uff0c\u817f38\u6761\uff0c\u6c42\u9e21\u548c\u5154\u5b50\u5404\u6709\u591a\u5c11\u53ea\uff1f\n&#91;1] \u670928\u4f4d\u5c0f\u670b\u53cb\u6392\u6210\u4e00\u884c,\u4ece\u5de6\u8fb9\u5f00\u59cb\u6570\u7b2c10\u4f4d\u662f\u5b66\u8c46,\u4ece\u53f3\u8fb9\u5f00\u59cb\u6570\u4ed6\u662f\u7b2c\u51e0\u4f4d?\n\n*************************************************************************\n\n\nuser:<\/code><\/pre>\n\n\n\n<p>Inference Performance of DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588 RKLLM: <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1020\" height=\"162\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM-1400x223.png?resize=1020%2C162&#038;ssl=1\" alt=\"\" class=\"wp-image-7707\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=1400%2C223&amp;ssl=1 1400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=800%2C128&amp;ssl=1 800w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=768%2C122&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=50%2C8&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=18%2C3&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?resize=600%2C96&amp;ssl=1 600w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM.png?w=1442&amp;ssl=1 1442w\" sizes=\"(max-width: 1020px) 100vw, 1020px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<p><meta charset=\"utf-8\">Inference Performance of DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588 RKLLM:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1020\" height=\"162\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM-1400x223.png?resize=1020%2C162&#038;ssl=1\" alt=\"\" class=\"wp-image-7708\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=1400%2C223&amp;ssl=1 1400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=800%2C128&amp;ssl=1 800w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=768%2C122&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=50%2C8&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=18%2C3&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?resize=600%2C96&amp;ssl=1 600w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-7B_W8A8_RK3588-RKLLM.png?w=1442&amp;ssl=1 1442w\" sizes=\"(max-width: 1020px) 100vw, 1020px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<p>Demo Video:<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Blade3-running-Deepseek.mov\"><\/video><\/figure>","protected":false},"excerpt":{"rendered":"<p>1. Requirement Host Machine:X86 computer, Ubuntu 22.04 or aboverkllm-toolkit==1.1.4python==3.8 or python==3.10 Mixtile Blade 3 Board:Ubuntu 22.04 or aboverkllm-runtime==1.1.4python==3.8 or python==3.10 Download RKLLM Main from Github to the Ubuntu computer via below link: https:\/\/github.com\/airockchip\/rknn-llm?tab=readme-ov-file Download cross compiler to the Ubuntu computer: gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu.tar.xz Download the&nbsp;converted rkllm model&nbsp;from rkllm_model_zoo, fetch code: rkllm Under the directory of examples\/DeepSeek-R1-Distill-Qwen-1.5B_Demo\/deploy, not [&#8230;]","protected":false},"author":7,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"spay_email":""},"ht-kb-category":[209],"ht-kb-tag":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo | Mixtile<\/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:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo | Mixtile\" \/>\n<meta property=\"og:description\" content=\"1. Requirement Host Machine:X86 computer, Ubuntu 22.04 or aboverkllm-toolkit==1.1.4python==3.8 or python==3.10 Mixtile Blade 3 Board:Ubuntu 22.04 or aboverkllm-runtime==1.1.4python==3.8 or python==3.10 Download RKLLM Main from Github to the Ubuntu computer via below link: https:\/\/github.com\/airockchip\/rknn-llm?tab=readme-ov-file Download cross compiler to the Ubuntu computer: gcc-arm-10.2-2020.11-x86_64-aarch64-none-linux-gnu.tar.xz Download the&nbsp;converted rkllm model&nbsp;from rkllm_model_zoo, fetch code: rkllm Under the directory of examples\/DeepSeek-R1-Distill-Qwen-1.5B_Demo\/deploy, not [...]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/\" \/>\n<meta property=\"og:site_name\" content=\"Mixtile\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-28T08:53:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM-1400x223.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#organization\",\"name\":\"Mixtile Limited\",\"url\":\"https:\/\/www.mixtile.com\/ja\/\",\"sameAs\":[],\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#logo\",\"inLanguage\":\"ja\",\"url\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg\",\"contentUrl\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg\",\"caption\":\"Mixtile Limited\"},\"image\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#logo\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#website\",\"url\":\"https:\/\/www.mixtile.com\/ja\/\",\"name\":\"Mixtile\",\"description\":\"Hardware for IoT Solutions\",\"publisher\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.mixtile.com\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/#primaryimage\",\"inLanguage\":\"ja\",\"url\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM-1400x223.png\",\"contentUrl\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/Performance-of-DeepSeek-R1-Distill-Qwen-1.5B_FP16_RK3588-RKLLM-1400x223.png\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/#webpage\",\"url\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/\",\"name\":\"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo | Mixtile\",\"isPartOf\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/#primaryimage\"},\"datePublished\":\"2025-03-28T03:29:56+00:00\",\"dateModified\":\"2025-03-28T08:53:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.mixtile.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo\"}]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo | Mixtile","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.mixtile.com\/ja\/docs\/mixtile-blade-3-rk3588-deepseek-r1-distill-qwen-1-5b-demo\/","og_locale":"ja_JP","og_type":"article","og_title":"Mixtile Blade 3 (RK3588) DeepSeek-R1-Distill-Qwen-1.5B Demo | Mixtile","og_description":"1. 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