{"id":86745,"date":"2026-07-29T07:40:40","date_gmt":"2026-07-28T23:40:40","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86745.html"},"modified":"2026-07-29T07:40:40","modified_gmt":"2026-07-28T23:40:40","slug":"cogito-v1-preview-llama-3b%e9%83%a8%e7%bd%b2%e6%95%99%e7%a8%8b%ef%bc%9a%e9%98%bf%e9%87%8c%e4%ba%91-%e8%85%be%e8%ae%af%e4%ba%91%e8%bd%bb%e9%87%8f%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%80%e9%94%ae%e9%83%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86745.html","title":{"rendered":"Cogito-v1-preview-llama-3B\u90e8\u7f72\u6559\u7a0b\uff1a\u963f\u91cc\u4e91\/\u817e\u8baf\u4e91\u8f7b\u91cf\u670d\u52a1\u5668\u4e00\u952e\u90e8\u7f72"},"content":{"rendered":"<h2>Cogito-v1-preview-llama-3B\u90e8\u7f72\u6559\u7a0b&#xff1a;\u963f\u91cc\u4e91\/\u817e\u8baf\u4e91\u8f7b\u91cf\u670d\u52a1\u5668\u4e00\u952e\u90e8\u7f72<\/h2>\n<h3>1. \u5feb\u901f\u4e86\u89e3Cogito v1\u9884\u89c8\u7248\u6a21\u578b<\/h3>\n<p>Cogito v1\u9884\u89c8\u7248\u662fDeep Cogito\u63a8\u51fa\u7684\u6df7\u5408\u63a8\u7406\u6a21\u578b\u7cfb\u5217&#xff0c;\u8fd9\u4e2a3B\u53c2\u6570\u7684\u6a21\u578b\u5728\u5927\u591a\u6570\u6807\u51c6\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u90fd\u8868\u73b0\u51fa\u8272&#xff0c;\u8d85\u8d8a\u4e86\u540c\u7b49\u89c4\u6a21\u4e0b\u7684\u5176\u4ed6\u5f00\u6e90\u6a21\u578b\u3002\u7b80\u5355\u6765\u8bf4&#xff0c;\u5b83\u5c31\u50cf\u4e00\u4e2a\u65e2\u80fd\u5feb\u901f\u56de\u7b54&#xff0c;\u53c8\u80fd\u5148\u601d\u8003\u518d\u56de\u7b54\u7684\u667a\u80fd\u52a9\u624b\u3002<\/p>\n<p>\u8fd9\u4e2a\u6a21\u578b\u6709\u51e0\u4e2a\u5f88\u5b9e\u7528\u7684\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u4e24\u79cd\u56de\u7b54\u6a21\u5f0f&#xff1a;\u53ef\u4ee5\u76f4\u63a5\u56de\u7b54\u95ee\u9898&#xff0c;\u4e5f\u53ef\u4ee5\u5148\u81ea\u6211\u53cd\u601d\u518d\u56de\u7b54&#xff08;\u7c7b\u4f3c\u63a8\u7406\u8fc7\u7a0b&#xff09;<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301&#xff1a;\u652f\u6301\u8d85\u8fc730\u79cd\u8bed\u8a00&#xff0c;\u4e2d\u6587\u8868\u73b0\u5f88\u4e0d\u9519<\/li>\n<li>\u8d85\u957f\u4e0a\u4e0b\u6587&#xff1a;\u80fd\u5904\u7406128k\u957f\u5ea6\u7684\u6587\u672c&#xff0c;\u9002\u5408\u957f\u6587\u6863\u5206\u6790<\/li>\n<li>\u5546\u4e1a\u53cb\u597d&#xff1a;\u91c7\u7528\u5f00\u653e\u8bb8\u53ef&#xff0c;\u53ef\u4ee5\u5546\u7528<\/li>\n<li>\u4e13\u4e1a\u4f18\u5316&#xff1a;\u7279\u522b\u9488\u5bf9\u7f16\u7a0b\u3001STEM\u5b66\u79d1\u3001\u6307\u4ee4\u6267\u884c\u8fdb\u884c\u4e86\u4f18\u5316<\/li>\n<\/ul>\n<h3>2. \u73af\u5883\u51c6\u5907\u4e0e\u670d\u52a1\u5668\u9009\u62e9<\/h3>\n<h4>2.1 \u670d\u52a1\u5668\u914d\u7f6e\u5efa\u8bae<\/h4>\n<p>\u5bf9\u4e8eCogito 3B\u6a21\u578b&#xff0c;\u63a8\u8350\u4ee5\u4e0b\u670d\u52a1\u5668\u914d\u7f6e&#xff1a;<\/p>\n<table>\n<tr>\u914d\u7f6e\u9879\u6700\u4f4e\u8981\u6c42\u63a8\u8350\u914d\u7f6e<\/tr>\n<tbody>\n<tr>\n<td>CPU<\/td>\n<td>2\u6838<\/td>\n<td>4\u6838\u53ca\u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58<\/td>\n<td>8GB<\/td>\n<td>16GB<\/td>\n<\/tr>\n<tr>\n<td>\u786c\u76d8<\/td>\n<td>40GB<\/td>\n<td>100GB SSD<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf<\/td>\n<td>Ubuntu 20.04\/22.04<\/td>\n<td>Ubuntu 22.04<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.2 \u4e91\u670d\u52a1\u5546\u9009\u62e9<\/h4>\n<p>\u4f60\u53ef\u4ee5\u9009\u62e9\u963f\u91cc\u4e91\u6216\u817e\u8baf\u4e91\u7684\u8f7b\u91cf\u5e94\u7528\u670d\u52a1\u5668&#xff0c;\u4e24\u8005\u90fd\u63d0\u4f9b\u4e86\u4e00\u952e\u90e8\u7f72\u7684\u4fbf\u5229&#xff1a;<\/p>\n<ul>\n<li>\u963f\u91cc\u4e91&#xff1a;\u641c\u7d22&#034;\u8f7b\u91cf\u5e94\u7528\u670d\u52a1\u5668&#034;&#xff0c;\u9009\u62e9Ubuntu\u7cfb\u7edf<\/li>\n<li>\u817e\u8baf\u4e91&#xff1a;\u9009\u62e9&#034;\u8f7b\u91cf\u5e94\u7528\u670d\u52a1\u5668&#034;&#xff0c;\u540c\u6837\u9009\u62e9Ubuntu\u7cfb\u7edf<\/li>\n<\/ul>\n<p>\u4ef7\u683c\u65b9\u9762&#xff0c;\u6ee1\u8db3\u63a8\u8350\u914d\u7f6e\u7684\u670d\u52a1\u5668\u6708\u79df\u5927\u7ea6\u5728100-200\u5143\u4e4b\u95f4&#xff0c;\u6027\u4ef7\u6bd4\u5f88\u9ad8\u3002<\/p>\n<h3>3. \u4e00\u952e\u90e8\u7f72\u6b65\u9aa4<\/h3>\n<h4>3.1 \u670d\u52a1\u5668\u521d\u59cb\u5316<\/h4>\n<p>\u9996\u5148\u901a\u8fc7SSH\u8fde\u63a5\u5230\u4f60\u7684\u670d\u52a1\u5668&#xff1a;<\/p>\n<p>ssh root&#064;\u4f60\u7684\u670d\u52a1\u5668IP<\/p>\n<p>\u66f4\u65b0\u7cfb\u7edf\u8f6f\u4ef6\u5305&#xff1a;<\/p>\n<p>sudo apt update &amp;&amp; sudo apt upgrade -y<\/p>\n<h4>3.2 \u5b89\u88c5\u5fc5\u8981\u4f9d\u8d56<\/h4>\n<p>\u5b89\u88c5Docker\u548cDocker Compose&#xff1a;<\/p>\n<p># \u5b89\u88c5Docker<br \/>\ncurl -fsSL https:\/\/get.docker.com -o get-docker.sh<br \/>\nsudo sh get-docker.sh<\/p>\n<p># \u5b89\u88c5Docker Compose<br \/>\nsudo curl -L &#034;https:\/\/github.com\/docker\/compose\/releases\/download\/v2.24.0\/docker-compose-$(uname -s)-$(uname -m)&#034; -o \/usr\/local\/bin\/docker-compose<br \/>\nsudo chmod &#043;x \/usr\/local\/bin\/docker-compose<\/p>\n<h4>3.3 \u90e8\u7f72Cogito\u6a21\u578b<\/h4>\n<p>\u521b\u5efa\u90e8\u7f72\u76ee\u5f55\u5e76\u4e0b\u8f7d\u914d\u7f6e\u6587\u4ef6&#xff1a;<\/p>\n<p>mkdir cogito-deployment &amp;&amp; cd cogito-deployment<\/p>\n<p>\u521b\u5efadocker-compose.yml\u6587\u4ef6&#xff1a;<\/p>\n<p>version: &#039;3.8&#039;<br \/>\nservices:<br \/>\n  cogito-ollama:<br \/>\n    image: ollama\/ollama:latest<br \/>\n    container_name: cogito-ollama<br \/>\n    ports:<br \/>\n      &#8211; &#034;11434:11434&#034;<br \/>\n    volumes:<br \/>\n      &#8211; ollama_data:\/root\/.ollama<br \/>\n    restart: unless-stopped<\/p>\n<p>volumes:<br \/>\n  ollama_data:<\/p>\n<p>\u542f\u52a8\u670d\u52a1&#xff1a;<\/p>\n<p>docker-compose up -d<\/p>\n<h3>4. \u6a21\u578b\u4e0b\u8f7d\u4e0e\u52a0\u8f7d<\/h3>\n<h4>4.1 \u4e0b\u8f7dCogito\u6a21\u578b<\/h4>\n<p>\u901a\u8fc7Ollama\u62c9\u53d6\u6a21\u578b&#xff1a;<\/p>\n<p>docker exec cogito-ollama ollama pull cogito:3b<\/p>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u65f6\u95f4&#xff0c;\u53d6\u51b3\u4e8e\u4f60\u7684\u7f51\u7edc\u901f\u5ea6\u3002\u6a21\u578b\u5927\u5c0f\u7ea63GB&#xff0c;\u8010\u5fc3\u7b49\u5f85\u4e0b\u8f7d\u5b8c\u6210\u3002<\/p>\n<h4>4.2 \u9a8c\u8bc1\u6a21\u578b\u52a0\u8f7d<\/h4>\n<p>\u68c0\u67e5\u6a21\u578b\u662f\u5426\u6210\u529f\u52a0\u8f7d&#xff1a;<\/p>\n<p>docker exec cogito-ollama ollama list<\/p>\n<p>\u4f60\u5e94\u8be5\u80fd\u770b\u5230cogito:3b\u5728\u6a21\u578b\u5217\u8868\u4e2d\u3002<\/p>\n<h3>5. \u4f7f\u7528\u6a21\u578b\u8fdb\u884c\u63a8\u7406<\/h3>\n<h4>5.1 \u547d\u4ee4\u884c\u6d4b\u8bd5<\/h4>\n<p>\u901a\u8fc7\u547d\u4ee4\u884c\u6d4b\u8bd5\u6a21\u578b&#xff1a;<\/p>\n<p>docker exec cogito-ollama ollama run cogito:3b &#034;\u4f60\u597d&#xff0c;\u8bf7\u4ecb\u7ecd\u4e00\u4e0b\u4f60\u81ea\u5df1&#034;<\/p>\n<p>\u6a21\u578b\u4f1a\u7528\u4e2d\u6587\u56de\u590d&#xff0c;\u4ecb\u7ecd\u81ea\u5df1\u7684\u529f\u80fd\u548c\u7279\u70b9\u3002<\/p>\n<h4>5.2 API\u63a5\u53e3\u8c03\u7528<\/h4>\n<p>\u6a21\u578b\u63d0\u4f9b\u4e86\u6807\u51c6\u7684API\u63a5\u53e3&#xff0c;\u4f60\u53ef\u4ee5\u8fd9\u6837\u8c03\u7528&#xff1a;<\/p>\n<p>curl http:\/\/localhost:11434\/api\/generate -d &#039;{<br \/>\n  &#034;model&#034;: &#034;cogito:3b&#034;,<br \/>\n  &#034;prompt&#034;: &#034;\u8bf7\u7528\u4e2d\u6587\u89e3\u91ca\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5&#034;,<br \/>\n  &#034;stream&#034;: false<br \/>\n}&#039;<\/p>\n<h4>5.3 \u7f16\u7a0b\u8c03\u7528\u793a\u4f8b<\/h4>\n<p>\u5982\u679c\u4f60\u7528Python\u5f00\u53d1&#xff0c;\u53ef\u4ee5\u8fd9\u6837\u8c03\u7528&#xff1a;<\/p>\n<p>import requests<br \/>\nimport json<\/p>\n<p>def ask_cogito(question):<br \/>\n    url &#061; &#034;http:\/\/localhost:11434\/api\/generate&#034;<br \/>\n    data &#061; {<br \/>\n        &#034;model&#034;: &#034;cogito:3b&#034;,<br \/>\n        &#034;prompt&#034;: question,<br \/>\n        &#034;stream&#034;: False<br \/>\n    }<\/p>\n<p>    response &#061; requests.post(url, json&#061;data)<br \/>\n    return response.json()[&#034;response&#034;]<\/p>\n<p># \u793a\u4f8b\u4f7f\u7528<br \/>\nanswer &#061; ask_cogito(&#034;\u5982\u4f55\u5b66\u4e60\u7f16\u7a0b&#xff1f;&#034;)<br \/>\nprint(answer)<\/p>\n<h3>6. Web\u754c\u9762\u8bbf\u95ee<\/h3>\n<h4>6.1 \u5b89\u88c5Web\u754c\u9762<\/h4>\n<p>\u5982\u679c\u4f60\u60f3\u901a\u8fc7\u6d4f\u89c8\u5668\u4f7f\u7528\u6a21\u578b&#xff0c;\u53ef\u4ee5\u5b89\u88c5Open WebUI&#xff1a;<\/p>\n<p>docker run -d \\\\<br \/>\n  &#8211;name open-webui \\\\<br \/>\n  -p 3000:8080 \\\\<br \/>\n  -e OLLAMA_BASE_URL&#061;http:\/\/host.docker.internal:11434 \\\\<br \/>\n  &#8211;add-host&#061;host.docker.internal:host-gateway \\\\<br \/>\n  -v open-webui:\/app\/backend\/data \\\\<br \/>\n  &#8211;restart always \\\\<br \/>\n  ghcr.io\/open-webui\/open-webui:main<\/p>\n<h4>6.2 \u8bbf\u95eeWeb\u754c\u9762<\/h4>\n<p>\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165&#xff1a;http:\/\/\u4f60\u7684\u670d\u52a1\u5668IP:3000<\/p>\n<p>\u9996\u6b21\u8bbf\u95ee\u9700\u8981\u6ce8\u518c\u8d26\u53f7&#xff0c;\u6ce8\u518c\u540e\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u76f4\u63a5\u4e0e\u6a21\u578b\u5bf9\u8bdd\u4e86\u3002<\/p>\n<h3>7. \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<h4>7.1 \u6a21\u578b\u52a0\u8f7d\u5931\u8d25<\/h4>\n<p>\u5982\u679c\u6a21\u578b\u52a0\u8f7d\u5931\u8d25&#xff0c;\u5c1d\u8bd5\u91cd\u65b0\u62c9\u53d6&#xff1a;<\/p>\n<p>docker restart cogito-ollama<br \/>\ndocker exec cogito-ollama ollama pull cogito:3b<\/p>\n<h4>7.2 \u5185\u5b58\u4e0d\u8db3\u95ee\u9898<\/h4>\n<p>\u5982\u679c\u9047\u5230\u5185\u5b58\u4e0d\u8db3&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u65b9\u6cd5&#xff1a;<\/p>\n<p># \u9650\u5236\u6a21\u578b\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570<br \/>\ndocker exec cogito-ollama ollama run cogito:3b &#8211;num_threads 4<\/p>\n<p># \u6216\u8005\u4f7f\u7528\u66f4\u5c0f\u7684\u6279\u6b21\u5927\u5c0f<br \/>\ndocker exec cogito-ollama ollama run cogito:3b &#8211;batch_size 512<\/p>\n<h4>7.3 \u6027\u80fd\u4f18\u5316\u5efa\u8bae<\/h4>\n<p>\u4e3a\u4e86\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd&#xff0c;\u53ef\u4ee5&#xff1a;<\/p>\n<li>\u786e\u4fdd\u670d\u52a1\u5668\u6709\u8db3\u591f\u7684\u4ea4\u6362\u7a7a\u95f4<\/li>\n<li>\u5173\u95ed\u4e0d\u5fc5\u8981\u7684\u540e\u53f0\u8fdb\u7a0b<\/li>\n<li>\u4f7f\u7528SSD\u786c\u76d8\u63d0\u5347\u8bfb\u5199\u901f\u5ea6<\/li>\n<li>\u8003\u8651\u4f7f\u7528GPU\u52a0\u901f&#xff08;\u5982\u679c\u670d\u52a1\u5668\u6709GPU&#xff09;<\/li>\n<h3>8. \u5b9e\u9645\u5e94\u7528\u573a\u666f<\/h3>\n<h4>8.1 \u7f16\u7a0b\u8f85\u52a9<\/h4>\n<p>Cogito\u6a21\u578b\u5728\u7f16\u7a0b\u65b9\u9762\u8868\u73b0\u4f18\u5f02&#xff0c;\u53ef\u4ee5&#xff1a;<\/p>\n<ul>\n<li>\u89e3\u91ca\u4ee3\u7801\u903b\u8f91<\/li>\n<li>\u751f\u6210\u4ee3\u7801\u7247\u6bb5<\/li>\n<li>\u8c03\u8bd5\u4ee3\u7801\u9519\u8bef<\/li>\n<li>\u5b66\u4e60\u65b0\u6280\u672f\u6982\u5ff5<\/li>\n<\/ul>\n<h4>8.2 \u5b66\u4e60\u7814\u7a76<\/h4>\n<p>\u9002\u5408\u5b66\u751f\u548c\u7814\u7a76\u4eba\u5458&#xff1a;<\/p>\n<ul>\n<li>\u89e3\u7b54\u5b66\u672f\u95ee\u9898<\/li>\n<li>\u5e2e\u52a9\u7406\u89e3\u590d\u6742\u6982\u5ff5<\/li>\n<li>\u8f85\u52a9\u8bba\u6587\u5199\u4f5c<\/li>\n<li>\u591a\u8bed\u8a00\u5b66\u4e60\u652f\u6301<\/li>\n<\/ul>\n<h4>8.3 \u5185\u5bb9\u521b\u4f5c<\/h4>\n<p>\u7528\u4e8e\u5404\u79cd\u521b\u4f5c\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u6587\u7ae0\u5199\u4f5c\u8f85\u52a9<\/li>\n<li>\u521b\u610f\u7075\u611f\u6fc0\u53d1<\/li>\n<li>\u591a\u8bed\u8a00\u5185\u5bb9\u751f\u6210<\/li>\n<li>\u6587\u6848\u4f18\u5316\u5efa\u8bae<\/li>\n<\/ul>\n<h3>9. \u603b\u7ed3<\/h3>\n<p>\u901a\u8fc7\u672c\u6559\u7a0b&#xff0c;\u4f60\u5df2\u7ecf\u6210\u529f\u5728\u963f\u91cc\u4e91\u6216\u817e\u8baf\u4e91\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u4e86Cogito 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