{"id":23249,"date":"2024-11-27T12:33:33","date_gmt":"2024-11-27T04:33:33","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=23249"},"modified":"2024-11-27T12:33:33","modified_gmt":"2024-11-27T04:33:33","slug":"%e5%a6%82%e4%bd%95%e5%80%9f%e5%8a%a9cortex%e8%bf%90%e8%a1%8c%e6%9c%ac%e5%9c%b0llm","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/11\/27\/23249\/","title":{"rendered":"\u5982\u4f55\u501f\u52a9Cortex\u8fd0\u884c\u672c\u5730LLM"},"content":{"rendered":"<p><img data-dominant-color=\"0f4879\" data-has-transparency=\"false\" style=\"--dominant-color: #0f4879;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-23251\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/11\/0eef25e7-e553-4d8c-bcab-6bb7620d01b3-300x167-1.png\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/11\/0eef25e7-e553-4d8c-bcab-6bb7620d01b3-300x167-1.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/11\/0eef25e7-e553-4d8c-bcab-6bb7620d01b3-300x167-1-150x84.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p style=\"font-weight: 400;\">Cortex\u662f\u4e00\u4e2a\u52a8\u6001\u7684\u672c\u5730AI API\u5e73\u53f0\uff0c\u65e8\u5728\u8f7b\u677e\u9ad8\u6548\u5730\u8fd0\u884c\u548c\u5b9a\u5236\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u5b83\u62e5\u6709\u4e00\u4e2a\u7b80\u5355\u76f4\u89c2\u7684\u7075\u611f\u6765\u81eaOllama\u7684\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\uff0c\u5b8c\u5168\u7528C++\u6784\u5efa\u800c\u6210\u3002<\/p>\n<p>\u8bd1\u8005 | \u5e03\u52a0\u8fea<\/p>\n<p>\u5ba1\u6821 | \u91cd\u697c<\/p>\n<p>AI\u884c\u4e1a\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u8f6c\u53d8\uff0c\u8f6c\u5411\u66f4\u5c0f\u5de7\u66f4\u9ad8\u6548\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u4ece\u800c\u4f7f\u7528\u6237\u80fd\u591f\u5728\u672c\u5730\u673a\u5668\u4e0a\u8fd0\u884c\u6a21\u578b\uff0c\u65e0\u9700\u529f\u80fd\u5f3a\u5927\u7684\u670d\u52a1\u5668\u3002\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u501f\u52a9Cortex\u8fd0\u884c\u672c\u5730LLM\uff0c\u7740\u91cd\u4ecb\u7ecd\u5176\u72ec\u7279\u7684\u529f\u80fd\u548c\u6613\u7528\u6027\uff0c\u4f7f\u4efb\u4f55\u62e5\u6709\u6807\u51c6\u786c\u4ef6\u7684\u4eba\u90fd\u53ef\u4ee5\u4eab\u7528AI\u3002<\/p>\n<p>\u6ce8\u610f\uff1aCortex\u76ee\u524d\u6b63\u5728\u79ef\u6781\u5f00\u53d1\u4e2d\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4bug\u6216\u67d0\u4e9b\u529f\u80fd\u65e0\u6cd5\u6b63\u5e38\u8fd0\u884c\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7GitHub\u6216Discord\u62a5\u544a\u4efb\u4f55\u95ee\u9898\u3002<\/p>\n<h3>Cortex\u7b80\u4ecb<\/h3>\n<p>Cortex\u662f\u4e00\u4e2a\u52a8\u6001\u7684\u672c\u5730AI API\u5e73\u53f0\uff0c\u65e8\u5728\u8f7b\u677e\u9ad8\u6548\u5730\u8fd0\u884c\u548c\u5b9a\u5236\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u5b83\u62e5\u6709\u4e00\u4e2a\u7b80\u5355\u76f4\u89c2\u7684\u7075\u611f\u6765\u81eaOllama\u7684\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\uff0c\u5b8c\u5168\u7528C++\u6784\u5efa\u800c\u6210\u3002\u4f60\u53ef\u4ee5\u4e0b\u8f7d\u9002\u7528\u4e8eWindows\u3001macOS\u548cLinux\u7684\u5b89\u88c5\u8f6f\u4ef6\u5305\u3002<\/p>\n<p>\u7528\u6237\u53ef\u4ee5\u4eceHugging Face\u4e2d\u9009\u62e9\u6a21\u578b\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528Cortex\u7684\u5185\u7f6e\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u4ee5\u901a\u7528\u6587\u4ef6\u683c\u5f0f\u5b58\u50a8\uff0c\u4ee5\u589e\u5f3a\u517c\u5bb9\u6027\u3002\u4f7f\u7528Cortex\u6700\u68d2\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u5b83\u652f\u6301\u53ef\u5207\u6362\u7684\u5f15\u64ce\uff0c\u4ecellama.cpp\u5f00\u59cb\uff0c\u53ef\u8ba1\u5212\u5728\u5c06\u6765\u6dfb\u52a0ONNX Runtime\u548cTensorRT-LLM\u3002\u6b64\u5916\uff0c\u4f60\u8fd8\u53ef\u4ee5\u83b7\u5f97\u5e26\u6709\u4eea\u8868\u677f\u7684\u5b9e\u7528\u670d\u52a1\u5668\uff0c\u7528\u4e8e\u67e5\u770bAPI\u547d\u4ee4\u5e76\u5bf9\u5176\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n<h3>\u5f00\u59cb\u4e0a\u624bCortex<\/h3>\n<p>\u767b\u5f55\u5b98\u65b9\u7f51\u7ad9https:\/\/cortex.so\/\uff0c\u4e0b\u8f7d\u5e76\u5b89\u88c5Cortex\u3002<\/p>\n<p>\u4e4b\u540e\uff0c\u6253\u5f00\u7ec8\u7aef\u6216PowerShell\uff0c\u8f93\u5165\u5982\u4e0b\u547d\u4ee4\u4ee5\u4e0b\u8f7dLlama 3.2 3B\u6307\u4ee4\u6a21\u578b\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>$ cortex pull llama3.2<\/p>\n<ul>\n<li>1.<\/li>\n<\/ul>\n<p>\u5b83\u5c06\u63d0\u793a\u4f60\u9009\u62e9\u6a21\u578b\u7684\u5404\u79cd\u91cf\u5316\u7248\u672c\uff1b\u53ea\u9700\u9009\u62e9\u9ed8\u8ba4\u9009\u9879llama3.2:3b-ggulf-q4-km\u3002\u6a21\u578b\u5c06\u88ab\u4e0b\u8f7d\uff0c\u4e0b\u8f7d\u65f6\u95f4\u53d6\u51b3\u4e8e\u4f60\u7684\u7f51\u901f\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>Available to download: 1. llama3.2:3b-gguf-q2-k 2. llama3.2:3b-gguf-q3-kl 3. llama3.2:3b-gguf-q3-km 4. llama3.2:3b-gguf-q3-ks 5. llama3.2:3b-gguf-q4-km (default) 6. llama3.2:3b-gguf-q4-ks 7. llama3.2:3b-gguf-q5-km 8. llama3.2:3b-gguf-q5-ks 9. llama3.2:3b-gguf-q6-k 10. llama3.2:3b-gguf-q8-0 Select a model (1-10): 5 Selected: llama3.2:3b-gguf-q4-km Validating download items, please wait.. Start downloading: model.gguf % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 1104 100 1104 0 0 3255 0 &#8211;:&#8211;:&#8211; &#8211;:&#8211;:&#8211; &#8211;:&#8211;:&#8211; 3266 100 1925M 100 1925M 0 0 2397k 0 0:13:42 0:13:42 &#8211;:&#8211;:&#8211; 2430k Start downloading: model.yml % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 1522 100 1522 0 0 4042 0 &#8211;:&#8211;:&#8211; &#8211;:&#8211;:&#8211; &#8211;:&#8211;:&#8211; 4058 Model llama3.2:3b-gguf-q4-km downloaded successfully!<\/p>\n<ul>\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<\/ul>\n<p>\u4f60\u8fd8\u53ef\u4ee5\u4eceHugging\u00a0Face Hub\u4e2d\u63d0\u53d6\u6a21\u578b\uff0c\u53ea\u8981\u5728\u2018pull\u2019\u547d\u4ee4\u540e\u8f93\u5165\u6a21\u578b\u7684\u5b58\u50a8\u5e93ID\uff0c\u5b83\u5c31\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>$ cortex pull kingabzpro\/Gemma-2-9b-it-chat-doctor<\/p>\n<ul>\n<li>1.<\/li>\n<\/ul>\n<p>\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u8f93\u5165\u5e26\u6709\u6a21\u578b\u540d\u79f0\u7684\u2018run\u2019\u547d\u4ee4\u6765\u542f\u52a8\u670d\u52a1\u5668\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>$ cortex run llama3.2<\/p>\n<ul>\n<li>1.<\/li>\n<\/ul>\n<p>\u4e00\u65e6\u4e00\u5207\u8bbe\u7f6e\u5b8c\u6bd5\uff0c\u4f60\u5c31\u53ef\u4ee5\u5f00\u59cb\u4eceLlama 3.2\u63d0\u95ee\u4e86\u3002<\/p>\n<p>\u6b63\u5982\u6211\u4eec\u6240\u89c1\uff0c\u6a21\u578b\u51c6\u786e\u5730\u56de\u7b54\u4e86\u5173\u4e8e\u4e16\u754c\u4e0a\u6700\u9ad8\u5efa\u7b51\u7684\u95ee\u9898\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>Starting server &#8230; Host: 127.0.0.1 Port: 39281 Server started API Documentation available at: http:\/\/127.0.0.1:39281 Inorder to exit, type `exit()` &gt; What is the tallest building in the world? The Burj Khalifa, located in Dubai, United Arab Emirates, is currently the tallest building in the world, standing at a height of 828 meters (2,722 feet) with 163 floors.<\/p>\n<ul>\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<p>\u6211\u4eec\u751a\u81f3\u95ee\u4e86\u4e00\u4e9b\u540e\u7eed\u95ee\u9898\uff0c\u5b83\u4e5f\u80fd\u7406\u89e3\u4e0a\u4e0b\u6587\u3002\u7b80\u5355\u53c8\u5feb\u901f\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>&gt; tell me more about it. The Burj Khalifa! Here are some fascinating facts about the Burj Khalifa: 1. **Design and Construction**: The Burj Khalifa was designed by the American architectural firm Skidmore, Owings &amp; Merrill, with Adrian Smith and John G. Buffman as the lead architects. 2. **Height and Floors**: The Burj Khalifa stands at a height of 828 meters (2,722 feet) with 163 &#8230;&#8230;&#8230;.<\/p>\n<ul>\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<p>\u5f53\u4f60\u8fd0\u884c\u670d\u52a1\u5668\u65f6\uff0c\u8fd8\u53ef\u4ee5\u9009\u62e9\u901a\u8fc7Python API\u3001CURL\u547d\u4ee4\u4ee5\u53ca\u5176\u4ed6\u8bed\u8a00\u7684API\u8bbf\u95ee\u6a21\u578b\u3002<\/p>\n<p>\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165URL http:\/\/127.0.0.1:39281\uff0c\u5f00\u59cb\u63a2\u7a76\u4f60\u53ef\u4ee5\u7528\u670d\u52a1\u5668\u505a\u4e9b\u4ec0\u4e48\u3002<\/p>\n<p>\u5982\u679c\u4f60\u60f3\u67e5\u770b\u6709\u591a\u5c11\u6a21\u578b\u5728\u540e\u53f0\u8fd0\u884c\u4ee5\u53ca\u5b83\u4eec\u6d88\u8017\u4e86\u591a\u5c11\u5185\u5b58\uff0c\u53ef\u4ee5\u8f93\u5165\u2018ps\u2019\u547d\u4ee4\u6765\u67e5\u770b\u3002<\/p>\n<p>\u590d\u5236<\/p>\n<p>$ cortex ps +&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+ | Model | Engine | RAM | VRAM | Up time | +&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+ | llama3.2:3b-gguf-q4-km | llama-cpp | 308.23 MB | 1.87 GB | 22 minutes, 31 seconds | +&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<ul>\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<\/ul>\n<h3>\u7ed3\u8bba<\/h3>\n<p>Cortex\u662f\u4e00\u4e2a\u5927\u6709\u6f5c\u529b\u7684\u65b0\u5e73\u53f0\uff0c\u6709\u671b\u6539\u53d8\u6211\u4eec\u5728\u672c\u5730\u548c\u4e91\u7aef\u4f7f\u7528LLM\u7684\u65b9\u5f0f\u3002\u5176\u5f3a\u5927\u7684\u670d\u52a1\u5668\u529f\u80fd\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u529f\u80fd\u7279\u6027\uff0c\u4f7f\u8bbf\u95ee\u548c\u7ba1\u7406\u6a21\u578b\u65e2\u76f4\u89c2\u53c8\u9ad8\u6548\u3002\u4e0eOllama\u76f8\u4f3c\uff0cCortex\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5728\u7ec8\u7aef\u4e0a\u6d4b\u8bd5\u6a21\u578b\uff0c\u4ece\u800c\u7b80\u5316\u4e86\u8fc7\u7a0b\uff0c\u589e\u5f3a\u4e86\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p>\u6211\u4eec\u5728\u672c\u6559\u7a0b\u4e2d\u4e86\u89e3\u4e86Cortex\u3001\u5982\u4f55\u5b89\u88c5\u4ee5\u53ca\u5982\u4f55\u4e0b\u8f7d\u5e76\u5728\u7ec8\u7aef\u672c\u5730\u4f7f\u7528Llama 3.2\uff0c\u5f3a\u70c8\u5efa\u8bae\u4f60\u5728\u672c\u5730\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_23249\" class=\"pvc_stats total_only  \" data-element-id=\"23249\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 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