{"id":104350,"date":"2025-02-12T12:25:52","date_gmt":"2025-02-12T06:55:52","guid":{"rendered":"https:\/\/www.mygreatlearning.com\/blog\/run-deepseek-locally\/"},"modified":"2025-02-14T10:51:37","modified_gmt":"2025-02-14T05:21:37","slug":"run-deepseek-locally","status":"publish","type":"post","link":"https:\/\/www.mygreatlearning.com\/blog\/run-deepseek-locally\/","title":{"rendered":"How to Set Up and Use DeepSeek R1 Locally for Free?"},"content":{"rendered":"\n<p>DeepSeek R1 is an advanced AI language model that can be run locally for enhanced privacy, speed, and customization. By using Ollama, a lightweight AI model manager, you can easily install and run DeepSeek R1 on your system.<\/p>\n\n\n\n<p><strong>This guide walks you through:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Installing Ollama on macOS, Windows, and Linux<\/li>\n\n\n\n<li>Downloading and running DeepSeek R1 locally<\/li>\n\n\n\n<li>Interacting with the model using simple commands<\/li>\n<\/ul>\n\n\n\n<p>By the end of this guide, you\u2019ll be able to set up and use DeepSeek R1 efficiently on your local machine.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-deepseek-r1\"><strong>What is DeepSeek R1?<\/strong><\/h2>\n\n\n\n<p>DeepSeek R1 is an open-source AI model designed for <strong>natural language processing (NLP), chatbots, and text generation<\/strong>. It provides an alternative to cloud-based AI models like ChatGPT and Gemini, allowing users to process data locally.<\/p>\n\n\n\n<p>Discover the key<a href=\"https:\/\/www.mygreatlearning.com\/blog\/deepseek-r1-features-use-cases\/\"> <strong>features and use cases of DeepSeek-R1<\/strong><\/a> and explore its applications in AI  and machine learning.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"why-run-deepseek-r1-locally\"><strong>Why Run DeepSeek R1 Locally?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><strong>Benefit<\/strong><\/th><th><strong>Description<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>Privacy<\/strong><\/td><td>Keeps data secure without sending queries to external servers.<\/td><\/tr><tr><td><strong>Speed<\/strong><\/td><td>Faster response times without relying on cloud servers.<\/td><\/tr><tr><td><strong>Customization<\/strong><\/td><td>Can be fine-tuned for specific tasks or workflows.<\/td><\/tr><tr><td><strong>Offline Access<\/strong><\/td><td>Works without an internet connection after installation.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>To run DeepSeek R1 locally, you first need to install <strong>Ollama<\/strong>, which acts as a lightweight AI model runtime.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-ollama\"><strong>What is Ollama?<\/strong><\/h2>\n\n\n\n<p>Ollama is an <strong>AI model management tool<\/strong> that simplifies running large language models locally. It provides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Easy installation and setup<\/strong> \u2013 No complex configurations are required.<\/li>\n\n\n\n<li><strong>Efficient model execution<\/strong> \u2013 Optimized for running AI models on consumer hardware.<\/li>\n\n\n\n<li><strong>Offline capabilities<\/strong> \u2013 Once downloaded, models can run without an internet connection.<\/li>\n<\/ul>\n\n\n\n<p>Ollama acts as a lightweight <strong>AI model runtime<\/strong>, allowing users to <strong>pull, serve, and interact<\/strong> with AI models like DeepSeek R1 on their local machines.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"installing-ollama\"><strong>Installing Ollama:<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image aligncenter size-large zoomable\" data-full=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama.webp\"><img decoding=\"async\" width=\"1024\" height=\"673\" src=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-1024x673.webp\" alt=\"\" class=\"wp-image-104395\" srcset=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-1024x673.webp 1024w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-300x197.webp 300w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-768x505.webp 768w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-1536x1009.webp 1536w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama-150x99.webp 150w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/installing_Ollama.webp 1540w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Follow these steps to install Ollama on your system:<\/p>\n\n\n\n<p><strong>For macOS:<\/strong> Open <strong>Terminal<\/strong> and run:<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nbrew install ollama\n<\/pre><\/div>\n\n\n<p><span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\">If the Homebrew package manager isn\u2019t installed, visit<a href=\"https:\/\/brew.sh\" target=\"_blank\" rel=\"noopener\">&nbsp;brew.sh<\/a>&nbsp;and f<\/span>ollow the setup instructions.<\/p>\n\n\n\n<p><strong>For Windows &amp; Linux<\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Download <strong>Ollama<\/strong> from the<a href=\"https:\/\/ollama.com\" target=\"_blank\" rel=\"noreferrer noopener\"> official Ollama website<\/a>.<\/li>\n\n\n\n<li>Follow the installation guide for your operating system.<\/li>\n<\/ol>\n\n\n\n<p><strong>Alternatively, Linux users can install it via Terminal:<\/strong><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\ncurl -fsSL https:\/\/ollama.com\/install.sh | sh\n<\/pre><\/div>\n\n\n<p>Now run this command to check whether ollama is installed or not.<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama --version\n<\/pre><\/div>\n\n<figure class=\"wp-block-image aligncenter size-full zoomable\" data-full=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version.jpg\"><img decoding=\"async\" width=\"842\" height=\"87\" src=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version.jpg\" alt=\"Ollama Version\" class=\"wp-image-104448\" srcset=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version.jpg 842w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version-300x31.jpg 300w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version-768x79.jpg 768w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/ollama-version-150x15.jpg 150w\" sizes=\"(max-width: 842px) 100vw, 842px\" \/><\/figure>\n\n\n\n<p>Once Ollama is successfully installed, you can proceed with setting up DeepSeek R1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"steps-to-run-deepseek-r1-locally-on-ollama\"><strong>Steps to Run DeepSeek R1 Locally on Ollama<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-1-download-the-deepseek-r1-model\"><strong>Step 1: Download the DeepSeek R1 Model<\/strong><\/h3>\n\n\n\n<p><strong>To begin using DeepSeek R1, download the model by running:<\/strong><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama pull deepseek-r1\n<\/pre><\/div>\n\n\n<p><strong>For a smaller version, specify the model size:<\/strong><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama pull deepseek-r1:1.5b\n<\/pre><\/div>\n\n\n<p><strong>After downloading, you\u2019re ready to start using DeepSeek R1.<\/strong><\/p>\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized zoomable\" data-full=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed.jpg\"><img decoding=\"async\" width=\"1024\" height=\"325\" src=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed-1024x325.jpg\" alt=\"DeepSeek Installed\" class=\"wp-image-104449\" style=\"width:911px;height:auto\" srcset=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed-1024x325.jpg 1024w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed-300x95.jpg 300w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed-768x244.jpg 768w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed-150x48.jpg 150w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-installed.jpg 1274w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-2-start-the-model\"><strong>Step 2: Start the Model<\/strong><\/h3>\n\n\n\n<p>The server will get automatically started. If not, run:<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama serve\n<\/pre><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"step-3-interact-with-deepseek-r1\"><strong>Step 3: Interact with DeepSeek R1<\/strong><\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama run deepseek-r1\n<\/pre><\/div>\n\n\n<p><strong>With the model running, you can now interact with it in the terminal. Try entering a query:<\/strong><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nwho are you?\n<\/pre><\/div>\n\n<figure class=\"wp-block-image aligncenter size-large is-resized zoomable\" data-full=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response.jpg\"><img decoding=\"async\" width=\"1024\" height=\"472\" src=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response-1024x472.jpg\" alt=\"DeepSeek Response\" class=\"wp-image-104451\" style=\"width:844px;height:auto\" srcset=\"https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response-1024x472.jpg 1024w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response-300x138.jpg 300w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response-768x354.jpg 768w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response-150x69.jpg 150w, https:\/\/www.mygreatlearning.com\/blog\/wp-content\/uploads\/2025\/02\/deepseek-response.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Now, you will get the response from the model.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"troubleshooting-common-issues\"><strong>Troubleshooting Common Issues<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-ollama-not-found\"><strong>1. Ollama Not Found<\/strong><\/h3>\n\n\n\n<p><strong>Issue:<\/strong> Command Ollama not recognized.<br><strong>Solution:<\/strong> Restart your terminal and verify the installation by running:<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nollama --version\n<\/pre><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"2-model-download-fails\"><strong>2. Model Download Fails<\/strong><\/h3>\n\n\n\n<p><strong>Issue:<\/strong> Slow download or errors when pulling DeepSeek R1.<br><strong>Solution:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Check your internet connection.<\/li>\n\n\n\n<li>Use a VPN if your region has restrictions.<\/li>\n\n\n\n<li>Retry the command after some time.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"conclusion\"><strong>Conclusion<\/strong><\/h2>\n\n\n\n<p>Running DeepSeek R1 locally with <strong>Ollama<\/strong> gives you <strong>privacy, faster processing, and offline accessibility<\/strong>. By following this guide, you have successfully:<\/p>\n\n\n\n<p>\u2705 Installed <strong>Ollama<\/strong> on your system.<br>\u2705 Downloaded and set up <strong>DeepSeek R1<\/strong> locally.<br>\u2705 Run and interact with the model via Terminal commands.<\/p>\n\n\n\n<p>For further customization, explore Ollama\u2019s documentation and <a href=\"https:\/\/www.mygreatlearning.com\/blog\/what-is-fine-tuning\/\">fine-tune<\/a> DeepSeek R1 for specific applications.<\/p>\n\n\n\n<p><strong>Also Read:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.mygreatlearning.com\/blog\/how-to-use-deepseek-api\/\">How to Setup and Use the DeepSeek API?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mygreatlearning.com\/blog\/get-started-with-chatgpt-api\/\">A Beginner\u2019s Guide to Using the ChatGPT API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mygreatlearning.com\/blog\/how-to-use-deepseek-janus-pro-locally\/\">How to Use DeepSeek Janus-Pro Locally?<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"frequently-asked-questions\"><strong>Frequently Asked Questions<\/strong><\/h2>\n\n\n\n<p><strong>1. how much RAM and storage are required to run DeepSeek-R1 locally?<\/strong><\/p>\n\n\n\n<p>To run the DeepSeek-R1 model locally, a minimum of 16GB of RAM and approximately 20GB of free storage space on an SSD are required. For larger DeepSeek models, additional RAM, increased storage, and potentially a dedicated GPU may be necessary.<\/p>\n\n\n\n<p><strong>2. How do I fix the \"command not found\" error for DeepSeek R1?<\/strong><\/p>\n\n\n\n<p>Ensure Ollama is installed correctly by running <code>ollama --version<\/code>. Restart your terminal and verify DeepSeek R1 exists using ollama list. Reinstall Ollama if the issue persists.<\/p>\n\n\n\n<p><strong>3. Can I fine-tune DeepSeek R1 locally?<\/strong><\/p>\n\n\n\n<p>Yes, DeepSeek R1 can be fine-tuned on local datasets, but it requires high-end GPU resources. Advanced knowledge of model training is recommended for customization.<\/p>\n\n\n\n<p><strong>4. How do I uninstall DeepSeek R1 from my system?<\/strong><\/p>\n\n\n\n<p>Run <code>ollama rm deepseek-r1<\/code> to remove the model. To uninstall Ollama completely, follow the official Ollama removal guide for your OS.<\/p>\n\n\n\n<p><strong>5. Does DeepSeek R1 support multiple languages?<\/strong><\/p>\n\n\n\n<p>DeepSeek R1 primarily supports English but can generate responses in other languages with varying accuracy. Performance depends on the training data.<\/p>\n\n\n\n<p><strong>6. Can I integrate DeepSeek R1 into my applications?<\/strong><\/p>\n\n\n\n<p>Yes, DeepSeek R1 can be integrated into applications using the Ollama API. Check the <a href=\"https:\/\/github.com\/ollama\/ollama\/blob\/main\/docs\/api.md\" target=\"_blank\" rel=\"noreferrer noopener\">official documentation for API<\/a> commands and implementation steps.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Running DeepSeek locally tackles issues like privacy, performance, and offline accessibility. This guide covers all essential steps\u2014from installing Ollama to deploying DeepSeek R1\u2014ensuring you gain full control over the AI model for secure, fast, and customizable usage.<\/p>\n","protected":false},"author":41,"featured_media":104400,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[36890],"tags":[36832],"content_type":[],"class_list":["post-104350","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gen-ai","tag-generative-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Set Up and Use DeepSeek R1 Locally for Free?<\/title>\n<meta name=\"description\" content=\"Set up DeepSeek locally with this step-by-step guide. 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