{"id":6157,"date":"2025-12-10T18:15:09","date_gmt":"2025-12-10T12:45:09","guid":{"rendered":"https:\/\/owrbit.com\/hub\/?p=6157"},"modified":"2025-12-10T18:16:44","modified_gmt":"2025-12-10T12:46:44","slug":"host-your-own-private-ai-on-dedicated-server","status":"publish","type":"post","link":"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/","title":{"rendered":"Stop Data Leak: Host Your Own Private AI on Dedicated Server"},"content":{"rendered":"\n<p>Every company today is facing the same problem: employees are pasting sensitive code, financial records, customer chats, and internal documents into public AI tools without thinking about what happens next. Once that data leaves your network, you lose control over it. It can be logged, stored, or even used to train future models. For a business, that risk is huge.<\/p>\n\n\n\n<p>This fear isn\u2019t imaginary. Major companies like <strong>Apple<\/strong>, <strong>Samsung<\/strong>, and <strong>many global banks<\/strong> have already banned the use of public AI tools inside their organization. They understand that sending private data to outside servers is a direct threat to their security, compliance, and intellectual property.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Every prompt you send to a public AI is an outbound data transfer your company can\u2019t control.<\/p>\n<\/blockquote>\n\n\n\n<p>There is only one real way to stop this: bring your AI in-house. When you run models like <strong><a href=\"https:\/\/www.llama.com\/models\/llama-3\/\" target=\"_blank\" rel=\"noopener\">Llama 3<\/a><\/strong> and <strong>DeepSeek<\/strong> on your own Self-Hosted AI Dedicated Server, you keep full control over how your data is processed, stored, encrypted, and deleted. This approach\u2014often called data sovereignty\u2014means the information never leaves your environment.<\/p>\n\n\n\n<p>And this is where <strong>Owrbit<\/strong> steps in. With powerful dedicated machines, including options suited for DeepSeek Dedicated Server workloads, Owrbit gives companies the hardware they need to run private AI at scale. You decide where your data lives, who can access it, and how long logs stay on the system.<\/p>\n\n\n\n<p>Before deploying, it\u2019s important to understand your Private AI Hardware Requirements so you can choose the right Dedicated server for the size of your model and the speed your team needs. Owrbit\u2019s dedicated servers make this process simple, secure, and fully under your control. This is how modern businesses protect their data while still using advanced AI every day.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-1024x574.png\" alt=\"\" class=\"wp-image-6160\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosted-AI-Server.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Why_Smart_Businesses_Are_Ditching_Public_APIs\" >Why Smart Businesses Are Ditching Public APIs?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Why_Self-Hosting_AI_Is_the_Only_Way_to_Protect_Your_Data\" >Why Self-Hosting AI Is the Only Way to Protect Your Data :<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#VPS_vs_Dedicated_Server_for_AI_Why_Bare_Metal_Wins\" >VPS vs Dedicated Server for AI: Why Bare Metal Wins<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#The_Owrbit_Advantage\" >The Owrbit Advantage :<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#The_Hardware_Cheat_Sheet_What_You_Actually_Need\" >The Hardware Cheat Sheet: What You Actually Need<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Recommended_Hardware_for_Popular_Models\" >Recommended Hardware for Popular Models :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Owrbits_Recommendation\" >Owrbit\u2019s Recommendation :<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Step-by-Step_Install_Llama_3_on_Your_Owrbit_Dedicated_Server\" >Step-by-Step: Install Llama 3 on Your Owrbit Dedicated Server:<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#4_Option_A_%E2%80%94_Install_Ollama_fastest_simplest_path\" >4) Option A \u2014 Install Ollama (fastest, simplest path) :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#5_Option_B_%E2%80%94_CPU-optimized_llm_inference_with_llamacpp_no_Docker_needed\" >5) Option B \u2014 CPU-optimized llm inference with llama.cpp (no Docker needed)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#3_Powerful_Ways_Your_Business_Can_Use_Private_Self-Hosted_AI_Server\" >3 Powerful Ways Your Business Can Use Private Self-Hosted AI Server<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Cost_Analysis_Owrbit_Dedicated_Server_vs_OpenAI_API\" >Cost Analysis: Owrbit Dedicated Server vs. OpenAI API<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Cost_Scenarios_API_vs_Owrbit_Dedicated_Server\" >Cost Scenarios: API vs Owrbit Dedicated Server<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Why_Dedicated_Servers_Win_for_Cost_Over_Time\" >Why Dedicated Servers Win for Cost Over Time :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#When_API_Might_Still_Make_Sense\" >When API Might Still Make Sense<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#How_to_Get_Dedicated_Servers_from_Owrbit_Step-by-Step\" >How to Get Dedicated Servers from Owrbit (Step-by-Step)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Frequently_Asked_Questions_About_Self-Hosting_AI\" >Frequently Asked Questions About Self-Hosting AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Do_I_really_need_my_own_server_to_run_Llama_3_or_DeepSeek\" >Do I really need my own server to run Llama 3 or DeepSeek?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#How_much_RAM_do_I_need_to_run_these_models\" >How much RAM do I need to run these models?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Can_I_use_a_VPS_instead_of_a_Dedicated_Server\" >Can I use a VPS instead of a Dedicated Server?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Is_self-hosting_hard_to_set_up\" >Is self-hosting hard to set up?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Is_self-hosting_more_expensive_than_using_OpenAI\" >Is self-hosting more expensive than using OpenAI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Can_I_run_multiple_models_on_one_Owrbit_server\" >Can I run multiple models on one Owrbit server?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Is_my_data_100_private_when_self-hosting\" >Is my data 100% private when self-hosting?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Can_I_fine-tune_or_customize_the_models\" >Can I fine-tune or customize the models?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#What_operating_system_should_I_choose\" >What operating system should I choose?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#How_long_does_provisioning_take_on_Owrbit\" >How long does provisioning take on Owrbit?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/owrbit.com\/hub\/host-your-own-private-ai-on-dedicated-server\/#Final_Conclusion_Take_Control_of_Your_AI_Future_Today\" >Final Conclusion: Take Control of Your AI Future Today<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Why_Smart_Businesses_Are_Ditching_Public_APIs\"><\/span>Why Smart Businesses Are Ditching Public APIs?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Modern companies are moving away from public AI tools because the risks keep growing while the control keeps shrinking. Here\u2019s why more teams are choosing their own Self-Hosted AI Dedicated Server instead of sending data to OpenAI or other third-party clouds.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-1024x574.png\" alt=\"\" class=\"wp-image-6161\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Ditching-Public-APIs-ChatBot.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Your data should stay your data<\/strong>\n<ul class=\"wp-block-list\">\n<li>When you use public APIs, your prompts, files, and outputs pass through someone else&#8217;s Dedicated servers. You don\u2019t control what\u2019s logged or how long it\u2019s stored.<\/li>\n\n\n\n<li>With an Owrbit Dedicated Server, everything stays inside your own environment, fully under your control.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>No surprise training or reuse of your information<\/strong>\n<ul class=\"wp-block-list\">\n<li>Public providers can update policies anytime. Even if they promise privacy today, you\u2019re still trusting an external vendor. <\/li>\n\n\n\n<li>With your own DeepSeek Dedicated Server, there is zero chance your data is used to train future models because it never leaves your hardware.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>You make the rules, not the provider<\/strong>\n<ul class=\"wp-block-list\">\n<li>Public APIs have limits: rate caps, token restrictions, upload bans, and compliance challenges. <\/li>\n\n\n\n<li>Running AI on your own server means you decide access levels, encryption standards, logging, retention, and scaling.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Better protection for sensitive material<\/strong>\n<ul class=\"wp-block-list\">\n<li>Companies handling code, financial data, medical notes, customer chats, or research can\u2019t risk leaks. <\/li>\n\n\n\n<li>A private setup removes the fear of insider access, cloud misconfigurations, or shared infrastructure issues.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Compliance becomes simpler<\/strong>\n<ul class=\"wp-block-list\">\n<li>Many industries\u2014including finance, healthcare, legal, and government\u2014cannot host private data outside controlled systems. <\/li>\n\n\n\n<li>Self-hosting AI Dedicated server solves this by keeping all processing inside your secured environment.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Predictable costs, no token fees<\/strong>\n<ul class=\"wp-block-list\">\n<li>Instead of paying per request or per million tokens, a dedicated server gives you flat monthly pricing. You control the load, the usage, and the speed without unpredictable API bills.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>By moving to their own Self-Hosted AI Dedicated Server, businesses gain privacy, ownership, and flexibility. Owrbit makes this shift easy with hardware designed for heavy AI workloads and full data isolation\u2014exactly what modern teams need to stay secure and competitive.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>With public APIs, you follow their rules. With a self-hosted ai Dedicated server, you create the rules.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Why_Self-Hosting_AI_Is_the_Only_Way_to_Protect_Your_Data\"><\/span>Why Self-Hosting AI Is the Only Way to Protect Your Data :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>More companies are realizing that public AI tools simply cannot guarantee true privacy. When sensitive information is involved, the safest and only reliable option is running your own Self-Hosted AI Server. Here\u2019s why.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-1024x574.png\" alt=\"\" class=\"wp-image-6162\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Self-Hosting-AI-Is-the-Only-Way-to-Protect-Your-Data.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Public AI Tools Are a Black Box<\/strong>\n<ul class=\"wp-block-list\">\n<li>When you send anything to OpenAI or Claude, you have no idea how it\u2019s stored, who sees it, or how long it stays in their system. Even if they offer privacy controls, you\u2019re still trusting a vendor you can\u2019t audit.<\/li>\n\n\n\n<li>Data Training Opt-out is not enough. Without full ownership of the environment, your data is never fully safe.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>The Samsung and Apple Wake-Up Call<\/strong>\n<ul class=\"wp-block-list\">\n<li>Giants like Samsung, Apple, and JPMorgan have already banned employees from using ChatGPT on internal projects. They did this after private code and confidential instructions were accidentally leaked into public AI systems.<\/li>\n\n\n\n<li>If the largest tech companies in the world don\u2019t trust public AI with their data, why should any business?<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>True Data Sovereignty With Owrbit<\/strong>\n<ul class=\"wp-block-list\">\n<li>When you host Llama 3 or DeepSeek on an Owrbit Dedicated Server, the entire AI model lives on your hardware. Your prompts, embeddings, and outputs never leave the machine.<\/li>\n\n\n\n<li>The data doesn\u2019t travel across the internet, doesn\u2019t get logged by third parties, and cannot be intercepted. It stays on the metal you control, giving you absolute ownership.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Compliance Becomes Effortless<\/strong>\n<ul class=\"wp-block-list\">\n<li>GDPR, HIPAA, SOC2, and most NDA agreements forbid sharing client data with outside services. Pasting client information into ChatGPT is a direct violation in many cases.<\/li>\n\n\n\n<li>A Self-Hosted AI Server solves this by keeping all processing local. It is the only setup that offers 100% compliance for teams handling confidential or regulated data.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>No Chance of Man-in-the-Middle Attacks<\/strong>\n<ul class=\"wp-block-list\">\n<li>Public APIs require your data to travel across global networks, often to US Dedicated servers. Every hop introduces risk.<\/li>\n\n\n\n<li>With an Owrbit DeepSeek Dedicated Server, you can keep the system behind your own VPN and firewall. No external exposure, no outside access, no interception points\u2014just complete isolation.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Self-hosting gives you the privacy, control, and certainty that public AI platforms can never match. For any business that values security, the choice is clear.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"VPS_vs_Dedicated_Server_for_AI_Why_Bare_Metal_Wins\"><\/span><a href=\"https:\/\/owrbit.com\/vps-hosting\">VPS<\/a> vs <a href=\"https:\/\/owrbit.com\/dedicated-server\">Dedicated Server<\/a> for AI: Why Bare Metal Wins<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Running AI models is demanding work. Large Language Models don\u2019t just need power\u2014they consume huge amounts of RAM, CPU, and fast storage. Here\u2019s a simple comparison that shows why a Self-Hosted AI Server runs best on dedicated hardware instead of a shared VPS.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><a href=\"https:\/\/owrbit.com\/dedicated-server\">Bare metal<\/a> performance is the hidden requirement behind every stable LLM deployment.<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Feature \/ Requirement<\/th><th>VPS (Shared Resources)<\/th><th>Dedicated Server (Bare Metal)<\/th><th>Why It Matters for AI<\/th><\/tr><\/thead><tbody><tr><td><strong>RAM Availability<\/strong><\/td><td>Limited and shared with other users<\/td><td>Full RAM belongs only to you<\/td><td>LLMs like Llama 3 and DeepSeek need massive memory; shared RAM causes crashes or slow inference<\/td><\/tr><tr><td><strong>CPU Performance<\/strong><\/td><td>Throttled or limited by hypervisor<\/td><td>100% of CPU cores are yours<\/td><td>AI token generation needs consistent CPU power without interruptions<\/td><\/tr><tr><td><strong>Disk Speed<\/strong><\/td><td>Often slower SSDs or mixed storage<\/td><td>High-speed NVMe SSDs on Owrbit<\/td><td>Faster model loading, quicker checkpointing, smoother streaming<\/td><\/tr><tr><td><strong>Stability Under Load<\/strong><\/td><td>Can lag or freeze when neighbors use resources<\/td><td>No competition; fully isolated<\/td><td>AI workloads are heavy and continuous\u2014dedicated metal stays stable<\/td><\/tr><tr><td><strong>Model Size Limits<\/strong><\/td><td>Restricted due to capped RAM and storage<\/td><td>Supports large models (8B, 13B, 70B) easily<\/td><td>Bigger models = better accuracy and reasoning<\/td><\/tr><tr><td><strong>Latency<\/strong><\/td><td>Higher, unstable<\/td><td>Predictable, low-latency<\/td><td>Crucial for real-time AI chat, automation, and embeddings<\/td><\/tr><tr><td><strong>Security &amp; Privacy<\/strong><\/td><td>Shared host = more risk<\/td><td>Fully isolated physical machine<\/td><td>Needed for private AI, NDAs, and compliance<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">The Technical Truth :<\/h4>\n\n\n\n<p>LLMs eat RAM for breakfast. Even a smaller model like Llama 3 8B can use tens of gigabytes when running at full speed. On a VPS, those resources are limited and unpredictable, causing slowdowns, crashes, and timeouts.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>VPS is perfect for websites. Dedicated servers are perfect for AI.<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">Why <a href=\"https:\/\/owrbit.com\/dedicated-server\">Dedicated Bare Metal<\/a> Wins<\/h4>\n\n\n\n<p>A dedicated server gives you everything\u2014full CPU, full RAM, and full disk performance. Nothing is shared. Nothing is throttled. This is exactly what AI workloads need.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Owrbit_Advantage\"><\/span>The Owrbit Advantage :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Owrbit\u2019s Dedicated Servers come with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High-speed NVMe SSDs<\/strong> for lightning-fast model loading<\/li>\n\n\n\n<li><strong>DDR4 and DDR5 RAM options<\/strong>, perfect for heavy AI inference<\/li>\n\n\n\n<li><strong>Stable, isolated bare-metal performance<\/strong> with no neighbors slowing you down<\/li>\n<\/ul>\n\n\n\n<p>This is why teams running serious Self-Hosted AI Servers choose Owrbit. It delivers the raw power required to run DeepSeek, Llama 3, and other modern AI models smoothly and reliably.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"The_Hardware_Cheat_Sheet_What_You_Actually_Need\"><\/span>The Hardware Cheat Sheet: What You Actually Need<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Running AI models isn\u2019t guesswork\u2014you need clear hardware targets so your Self-Hosted AI Server runs smoothly. Here\u2019s a simple guide to help you pick the right setup based on the models you plan to use.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Choosing the right hardware is the difference between a 1-second response and a 10-second delay.<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-1024x574.png\" alt=\"\" class=\"wp-image-6163\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Hardware-Cheat-Sheet-for-Deepseek-dedicated-server.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Recommended_Hardware_for_Popular_Models\"><\/span>Recommended Hardware for Popular Models :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Model Type<\/th><th>Minimum RAM<\/th><th>Minimum CPU<\/th><th>Notes<\/th><th>Owrbit Recommendation<\/th><\/tr><\/thead><tbody><tr><td><strong>Llama 3 (8B Model)<\/strong><\/td><td>16 GB RAM<\/td><td>4-core CPU<\/td><td>Suitable for lightweight tasks, chatbots, small automations<\/td><td><strong>Intel Core i5 Plan<\/strong> (~$84\/mo) \u2014 fast SSD, enough RAM for smooth inference<\/td><\/tr><tr><td><strong>DeepSeek \/ Mixtral (Larger Models)<\/strong><\/td><td>64 GB RAM<\/td><td>8-core CPU<\/td><td>Designed for heavier reasoning, long context, and higher throughput<\/td><td><strong>AMD Ryzen 3600 64GB RAM Plan<\/strong> (~$145\/mo) or <strong>Ryzen 5600 64GB RAM Plan<\/strong> (~$126\/mo)<\/td><\/tr><tr><td><strong>Advanced AI \/ Multi-Model Workloads<\/strong><\/td><td>128\u2013256 GB RAM<\/td><td>16-32 cores<\/td><td>For high-load inference, embeddings, fine-tuning, or serving multiple LLMs<\/td><td><strong>Ryzen 9 9950X3D 128GB Plan<\/strong> (~$362\/mo) or <strong>EPYC 7313P 256GB Plan<\/strong> (~$605\/mo)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Quick Breakdown :<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>16 GB RAM, 4 cores<\/strong> \u2192 Good for small Llama 3 tasks and lightweight chatbots.<\/li>\n\n\n\n<li><strong>64 GB RAM, 8 cores<\/strong> \u2192 Ideal for DeepSeek, Mixtral, and larger Llama models.<\/li>\n\n\n\n<li><strong>128\u2013256 GB RAM<\/strong> \u2192 Best for scaling, parallel workloads, or hosting multiple models in production.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"gpt-index-heading-10-3\"><span class=\"ez-toc-section\" id=\"Owrbits_Recommendation\"><\/span>Owrbit\u2019s Recommendation :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>For businesses starting with private AI, the <strong>Ryzen 5600 (64 GB RAM, NVMe SSD)<\/strong> offers the best balance of power and price. It handles Llama 3, DeepSeek, and Mixtral models smoothly without bottlenecks.<\/p>\n\n\n\n<p>If you want room to grow, the <strong>Ryzen 9 9950X3D (128 GB RAM)<\/strong> is the perfect long-term machine for serious AI workloads.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Step-by-Step_Install_Llama_3_on_Your_Owrbit_Dedicated_Server\"><\/span>Step-by-Step: Install Llama 3 on Your <a href=\"https:\/\/owrbit.com\/dedicated-server\">Owrbit Dedicated Server<\/a>:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Target: Ubuntu 22.04 LTS (recommended). Works similarly on Debian. If you use a different distro, adjust package manager commands.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Always run your AI under a VPN or internal network \u2014 never expose LLM APIs publicly<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-1024x574.png\" alt=\"\" class=\"wp-image-6164\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Install-Llama-3-on-Your-Owrbit-Server.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">0) Pick the right Owrbit plan (quick recap)<\/h4>\n\n\n\n<p>Choose a plan above $100\/month for reliable AI hosting:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ryzen 3600 \u2014 64 GB RAM (~$145\/mo)<\/strong>: Good for DeepSeek \/ larger Llama variants (inference-only).<\/li>\n\n\n\n<li><strong>Ryzen 5600 \u2014 64 GB RAM (~$126\/mo)<\/strong>: Strong value \/ production testing.<\/li>\n\n\n\n<li><strong>Ryzen 9 9950X3D \u2014 128 GB RAM (~$362\/mo)<\/strong>: Production, multi-model, high concurrency.<\/li>\n\n\n\n<li><strong>EPYC 7313P \/ 7543P \u2014 256 GB RAM (~$605 \/ $725\/mo)<\/strong>: Enterprise-grade, large batches, heavy throughput.<\/li>\n<\/ul>\n\n\n\n<p>These meet the Private AI Hardware Requirements for Llama 3 and DeepSeek inference.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1) Prepare the Dedicated server and connect (SSH)<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>From your workstation:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>ssh root@YOUR_SERVER_IP<\/code><\/strong><\/code><\/pre>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Update packages:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>apt update &amp;&amp; apt upgrade -y\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Create a non-root admin user:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>adduser deploy\nusermod -aG sudo deploy\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>(Optional) copy your SSH key to the new user:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>mkdir -p \/home\/deploy\/.ssh\necho \"ssh-rsa AAAA... your-key\" > \/home\/deploy\/.ssh\/authorized_keys\nchown -R deploy:deploy \/home\/deploy\/.ssh\nchmod 700 \/home\/deploy\/.ssh\nchmod 600 \/home\/deploy\/.ssh\/authorized_keys\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>Now reconnect as that user:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>ssh deploy@YOUR_SERVER_IP\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2) System tuning &amp; swap (important for models) :<\/h4>\n\n\n\n<p>If you\u2019re close to minimum RAM (e.g., 64GB) add a swapfile to avoid OOM kills when models briefly spike.<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code># create 32G swap (adjust size as needed)\nsudo fallocate -l 32G \/swapfile\nsudo chmod 600 \/swapfile\nsudo mkswap \/swapfile\nsudo swapon \/swapfile\n# make permanent\necho '\/swapfile none swap sw 0 0' | sudo tee -a \/etc\/fstab\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>Increase file descriptors and ulimits (for heavy loads):<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>echo 'deploy soft nofile 65536' | sudo tee -a \/etc\/security\/limits.conf\necho 'deploy hard nofile 65536' | sudo tee -a \/etc\/security\/limits.conf\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">3) Install core dependencies<\/h4>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code># basic build tools + python + curl + git\nsudo apt install -y build-essential python3 python3-pip python3-venv curl git htop unzip\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>If you plan to use Docker (recommended for isolation):<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code># Docker (simplified)\ncurl -fsSL https:\/\/get.docker.com -o get-docker.sh\nsudo sh get-docker.sh\nsudo usermod -aG docker $USER\n# log out and back in for docker group to take effect\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Option_A_%E2%80%94_Install_Ollama_fastest_simplest_path\"><\/span>4) Option A \u2014 Install Ollama (fastest, simplest path) :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ollama lets you run Llama 3 locally easily. This is the recommended path for quick, private deployment on a Self-Hosted AI Server.<\/p>\n\n\n\n<p><strong>Install Ollama<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code># run as deploy (non-root) or root depending on installer\ncurl -fsSL https:\/\/ollama.com\/install.sh | sh\nollama --version   # verify\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p><strong>Pull Llama 3<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>ollama pull llama3\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>This downloads model weights to disk (use NVMe). On 64GB RAM machines you can run mid-size variants comfortably.<\/p>\n\n\n\n<p><strong>Run Llama 3 locally<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>ollama run llama3\n# for API mode (bind to 0.0.0.0 for internal network)\nOLLAMA_HOST=0.0.0.0 ollama serve\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p><strong>Run as a systemd service<\/strong> (so it auto-starts on boot):<br>Create <code>\/etc\/systemd\/system\/ollama.service<\/code>:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>&#091;Unit]\nDescription=Ollama service\nAfter=network.target\n\n&#091;Service]\nUser=deploy\nEnvironment=OLLAMA_HOST=0.0.0.0\nExecStart=\/usr\/local\/bin\/ollama serve\nRestart=on-failure\nLimitNOFILE=65536\n\n&#091;Install]\nWantedBy=multi-user.target\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>Enable and start:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>sudo systemctl daemon-reload\nsudo systemctl enable --now ollama.service\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p><strong>Secure the API<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If you serve on 0.0.0.0, restrict access with firewall or reverse proxy (see security section).<\/li>\n\n\n\n<li>Prefer to bind to localhost and use a reverse proxy that requires auth.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Option_B_%E2%80%94_CPU-optimized_llm_inference_with_llamacpp_no_Docker_needed\"><\/span>5) Option B \u2014 CPU-optimized llm inference with llama.cpp (no Docker needed)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Use llama.cpp or GGML builds for CPU-only quantized inference \u2014 good when you don\u2019t have GPU hardware.<\/p>\n\n\n\n<p><strong>Install dependencies and build<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>sudo apt install -y cmake\ngit clone https:\/\/github.com\/ggerganov\/llama.cpp\ncd llama.cpp\nmake\n# copy quantized model file (.ggml) into a models\/ folder\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p><strong>Run<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>.\/main -m .\/models\/llama3-8b.ggml q\n# replace with actual filename \/ flags depending on build\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>Note: llama.cpp uses quantized models, which are smaller in memory and run on CPU. Performance is lower than GPU-based vLLM\/TensorRT but can be cost-effective.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">6) Storage &amp; model placement (NVMe is crucial)<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Put model files on NVMe storage (fast random read) \u2014 Owrbit NVMe plans help here.<\/li>\n\n\n\n<li>Use a dedicated path, e.g. <code><strong>\/opt\/models\/llama3\/<\/strong><\/code>.<\/li>\n\n\n\n<li>Ensure sufficient free space: Llama 3 variants vary in size; keep extra space for swaps and checkpoints.<\/li>\n<\/ul>\n\n\n\n<p>Example:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>sudo mkdir -p \/opt\/models\/llama3\nsudo chown deploy:deploy \/opt\/models\/llama3\n# copy model files here\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">7) Networking &amp; firewall<\/h4>\n\n\n\n<p>Use UFW to restrict access:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>sudo apt install -y ufw\nsudo ufw default deny incoming\nsudo ufw default allow outgoing\n# allow ssh and internal API port (11434 or your chosen port)\nsudo ufw allow 22\/tcp\nsudo ufw allow from 10.0.0.0\/8 to any port 11434 proto tcp   # example internal network\nsudo ufw enable\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>If you expose the API externally, place it behind a VPN or require mutual TLS. Do NOT allow public unrestricted access.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">8) Reverse proxy &amp; TLS (optional for secure API)<\/h4>\n\n\n\n<p>Use Caddy (auto TLS) or Nginx as reverse proxy. Example Nginx proxy (bind to localhost API):<\/p>\n\n\n\n<p>Nginx basic config:<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>server {\n    listen 443 ssl;\n    server_name ai.yourdomain.com;\n\n    ssl_certificate \/etc\/letsencrypt\/live\/ai.yourdomain.com\/fullchain.pem;\n    ssl_certificate_key \/etc\/letsencrypt\/live\/ai.yourdomain.com\/privkey.pem;\n\n    location \/ {\n        proxy_pass http:\/\/127.0.0.1:11434;\n        proxy_set_header Host $host;\n        proxy_set_header X-Real-IP $remote_addr;\n        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\n    }\n}\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<p>Use Let&#8217;s Encrypt certbot to obtain certificates, or use a corporate CA. For fully private setups you can avoid public certificates and use internal CA + VPN.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">9) Authentication &amp; access controls<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Put the API behind an internal network or VPN.<\/li>\n\n\n\n<li>If you must expose it, add an API gateway that enforces API keys and rate limits.<\/li>\n\n\n\n<li>Keep model access limited by Linux user permissions and containerization (Docker).<\/li>\n\n\n\n<li>Log access only to internal, encrypted log stores; rotate logs frequently.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">10) Example: Launch + API call (end-to-end)<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Start ollama serve (systemd should handle it).<\/li>\n\n\n\n<li>From an approved internal machine:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code><strong><code>curl -X POST \"https:\/\/ai.yourdomain.com\/api\/generate\" \\\n  -H \"Authorization: Bearer &lt;YOUR_TOKEN>\" \\\n  -H \"Content-Type: application\/json\" \\\n  -d '{\"prompt\":\"Write a short privacy policy\", \"max_tokens\":200}'\n<\/code><\/strong><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">11) Next steps &amp; optional extras<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Add logging + SIEM integration (Splunk, ELK) for audit trails.<\/li>\n\n\n\n<li>Add rate limiting and request quotas in a gateway (Kong, Traefik, Nginx).<\/li>\n\n\n\n<li>Consider HSM or KMS for encrypting model keys and secret values.<\/li>\n\n\n\n<li>If scaling, use a load-balancer in front of multiple dedicated inference nodes, or use dedicated GPU nodes for heavy jobs.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">12) Final notes (capacity planning)<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Llama 3 8B: target 16\u201332 GB RAM for lightweight use, 64GB recommended for reliability.<\/li>\n\n\n\n<li>Larger Llama\/DeepSeek variants: 64\u2013256 GB RAM depending on model size and concurrency.<\/li>\n\n\n\n<li>If you expect concurrency or long contexts, oversize RAM and choose Ryzen 9 or EPYC plans on Owrbit.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"3_Powerful_Ways_Your_Business_Can_Use_Private_Self-Hosted_AI_Server\"><\/span>3 Powerful Ways Your Business Can Use Private <a href=\"https:\/\/owrbit.com\/dedicated-server\">Self-Hosted AI Server<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A private AI setup isn\u2019t just about protecting data\u2014it opens up everyday workflows your team can start using immediately. Here are the most useful and high-impact applications businesses deploy on their Self-Hosted AI Server.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-1024x574.png\" alt=\"\" class=\"wp-image-6165\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Powerful-Ways-Your-Business-Can-Use-a-Private-AI-Server-Today.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u2022 Secure Internal Coding Assistant<\/h4>\n\n\n\n<p>Give your developers an AI tool that actually understands your codebase\u2014without leaking it outside your network.<br>With a private coding assistant on your Owrbit Dedicated Server, your team can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analyze and understand legacy code<\/li>\n\n\n\n<li>Fix bugs and detect security issues<\/li>\n\n\n\n<li>Write new modules or functions<\/li>\n\n\n\n<li>Generate documentation automatically<\/li>\n\n\n\n<li>Refactor entire sections safely<\/li>\n<\/ul>\n\n\n\n<p>Because all code stays on your own hardware, it becomes safe to use AI for sensitive engineering work.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u2022 Private HR &amp; Legal Document Intelligence<\/h4>\n\n\n\n<p>Your HR and legal teams often handle documents that should never be uploaded to public AI tools. A Self-Hosted AI Server solves this.<br>It can process and analyze:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Internal policies and employee handbooks<\/li>\n\n\n\n<li>Contracts, NDAs, and legal agreements<\/li>\n\n\n\n<li>Compliance frameworks and audit files<\/li>\n\n\n\n<li>Hiring documents and confidential PDF archives<\/li>\n<\/ul>\n\n\n\n<p>You get instant search, summaries, and insights\u2014without ever sending confidential files to an outside API.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u2022 On-Prem Customer Support Automation<\/h4>\n\n\n\n<p>Serve customers faster and cheaper by using AI that runs entirely inside your organization.<br>With a DeepSeek Dedicated Server, your business can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Auto-draft customer email responses<\/li>\n\n\n\n<li>Summarize support tickets<\/li>\n\n\n\n<li>Suggest solutions for agents<\/li>\n\n\n\n<li>Generate FAQ updates or knowledge-base content<\/li>\n\n\n\n<li>Run chatbots without any per-token costs<\/li>\n<\/ul>\n\n\n\n<p>Your customer data stays protected, and your support team gets a major productivity boost.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>A private AI environment opens the door to safer coding, smarter document workflows, and more efficient customer support\u2014all without relying on external clouds. This is the real power of running your AI stack on your own dedicated hardware.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Cost_Analysis_Owrbit_Dedicated_Server_vs_OpenAI_API\"><\/span>Cost Analysis: Owrbit Dedicated Server vs. OpenAI API<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>When choosing between running your own Self-Hosted AI Server or paying for a public API like OpenAI, the biggest deciding factor\u2014after privacy\u2014is cost. Below is a simple breakdown showing how fast API costs can climb and when a dedicated server becomes the smarter financial choice.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-1024x574.png\" alt=\"\" class=\"wp-image-6166\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Owrbit-Dedicated-Server-vs.-OpenAI-API.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">How Public API Pricing Works :<\/h4>\n\n\n\n<p>Public AI APIs charge <strong>per token<\/strong>, both input and output.<br>This means:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>More prompts = more cost<\/li>\n\n\n\n<li>Longer responses = more cost<\/li>\n\n\n\n<li>More users = more cost<\/li>\n\n\n\n<li>Automated tasks running 24\/7 = <em>a lot<\/em> more cost<\/li>\n<\/ul>\n\n\n\n<p>So as usage scales, your monthly bill grows directly with it.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cost_Scenarios_API_vs_Owrbit_Dedicated_Server\"><\/span>Cost Scenarios: API vs Owrbit Dedicated Server<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Scenario 1: Moderate Usage<\/h4>\n\n\n\n<p><strong>Estimated usage:<\/strong> 5\u201310 million tokens\/month<br><strong>API cost:<\/strong> Around $100\u2013$500+ per month depending on prompt sizes and frequency<br><strong>Comparable Owrbit plan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ryzen 5600, 64GB RAM (~$126\/mo)<\/strong><\/li>\n\n\n\n<li><strong>Ryzen 3600, 64GB RAM (~$145\/mo)<\/strong><\/li>\n<\/ul>\n\n\n\n<p>At moderate usage, costs are similar at first\u2026 but as soon as usage grows, API costs spike while the Dedicated server cost stays fixed.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">Scenario 2: Heavy \/ Production Usage<\/h4>\n\n\n\n<p><strong>Estimated usage:<\/strong> Tens of millions of tokens per month, multiple users, long outputs<br><strong>API cost:<\/strong> Easily $1,000\u2013$3,000+ per month<br><strong>Comparable Owrbit plan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ryzen 9 9950X3D, 128GB RAM (~$362\/mo)<\/strong><\/li>\n\n\n\n<li><strong>EPYC 7313P, 256GB RAM (~$605\/mo)<\/strong><\/li>\n\n\n\n<li><strong>EPYC 7543P, 256GB RAM (~$725\/mo)<\/strong><\/li>\n<\/ul>\n\n\n\n<p>A single predictable monthly payment replaces unpredictable token bills.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_Dedicated_Servers_Win_for_Cost_Over_Time\"><\/span>Why Dedicated Servers Win for Cost Over Time :<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Flat monthly pricing<\/strong>\n<ul class=\"wp-block-list\">\n<li>You pay the same amount whether you generate 1,000 tokens or 100 million tokens.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>No surprise charges<\/strong>\n<ul class=\"wp-block-list\">\n<li>No token overages, no hidden usage spikes.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Runs multiple models at once<\/strong>\n<ul class=\"wp-block-list\">\n<li>Pay once and host Llama 3, DeepSeek, Mixtral, embeddings models, automations\u2014without extra cost.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Scales with your workload<\/strong>\n<ul class=\"wp-block-list\">\n<li>Heavy usage doesn\u2019t increase cost; you only upgrade hardware when <em>you<\/em> want to.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"When_API_Might_Still_Make_Sense\"><\/span>When API Might Still Make Sense<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>You only use AI occasionally<\/li>\n\n\n\n<li>You don\u2019t need privacy or compliance<\/li>\n\n\n\n<li>You don\u2019t want to manage any infrastructure<\/li>\n\n\n\n<li>You prefer a plug-and-play solution with minimal control<\/li>\n<\/ul>\n\n\n\n<p>For small experiments, API pricing is fine.<br>For any real business usage, it becomes expensive fast.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>If your business plans to use AI consistently\u2014even moderately\u2014Owrbit\u2019s Dedicated Servers above $100\/month become far more cost-efficient than relying on public APIs.<\/p>\n\n\n\n<p>For teams running automation, long-context prompts, agent workflows, or multiple users, the difference in yearly cost is massive. And unlike API providers, self-hosting gives you privacy, control, and unlimited usage.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"How_to_Get_Dedicated_Servers_from_Owrbit_Step-by-Step\"><\/span>How to Get Dedicated Servers from Owrbit (Step-by-Step)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Getting your own Self-Hosted AI Server from Owrbit is simple. Just follow these steps to choose the right hardware, configure it properly, and get online fast.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-1024x574.png\" alt=\"\" class=\"wp-image-6167\" srcset=\"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-1024x574.png 1024w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-300x168.png 300w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-768x431.png 768w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-542x304.png 542w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-1084x608.png 1084w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-792x444.png 792w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit-1230x690.png 1230w, https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/Dedicated-Servers-from-Owrbit.png 1312w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1: Navigate to the Right Page<\/h4>\n\n\n\n<p>Go to <strong>Owrbit.com<\/strong> and click on the <strong>Dedicated Servers<\/strong> section from the main menu.<br>This takes you directly to the page where all AI-ready Dedicated servers are listed with clear specs, pricing, and configuration options.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 2: Choose Your Power Level<\/h4>\n\n\n\n<p>Pick a Dedicated server based on the size of the AI models you plan to run.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>For Llama 3 (8B model):<\/strong> choose a plan with <strong>at least 32GB RAM<\/strong>.<\/li>\n\n\n\n<li><strong>For DeepSeek, Mixtral, or anything 33B+:<\/strong> choose <strong>64GB or 128GB RAM<\/strong>.<\/li>\n\n\n\n<li><strong>For heavy production workloads:<\/strong> consider <strong>256GB RAM<\/strong> EPYC plans.<\/li>\n<\/ul>\n\n\n\n<p>Owrbit lists CPU cores, RAM, and storage clearly so you know exactly what you\u2019re paying for. This transparency makes it easy to match your hardware to your Private AI Hardware Requirements.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 3: Configure Your Dedicated Server (The Customization Page)<\/h4>\n\n\n\n<p>Once you pick a plan, customize it for AI performance:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Operating System:<\/strong> Choose <strong>Ubuntu 22.04<\/strong> or <strong>Debian 11\/12<\/strong> \u2014 the best environments for AI tools like Ollama, llama.cpp, and vLLM.<\/li>\n\n\n\n<li><strong>Storage Type:<\/strong> Make sure <strong>NVMe SSD<\/strong> is selected. This is crucial because NVMe drastically speeds up model loading and inference.<\/li>\n\n\n\n<li><strong>Bandwidth:<\/strong> Owrbit includes generous bandwidth so you can download models, updates, and datasets without worrying about limits.<\/li>\n<\/ul>\n\n\n\n<p>Your selections will be reflected instantly so you see exactly what you\u2019re getting before checkout.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 4: Checkout &amp; Instant Provisioning<\/h4>\n\n\n\n<p>Complete the secure checkout process.<br>As soon as your payment is confirmed, Owrbit begins provisioning your Self-Hosted AI server <strong>immediately<\/strong>.<br>No waiting days for manual setup \u2014 your dedicated machine is deployed within 24 hrs so you can begin installing Llama 3 or DeepSeek right away.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 5: Access Your Self-Hosted AI Server<\/h4>\n\n\n\n<p>After provisioning, you\u2019ll receive an email with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Server IP Address<\/li>\n\n\n\n<li>Username<\/li>\n\n\n\n<li>Root Password (or SSH login details depending on your setup)<\/li>\n<\/ul>\n\n\n\n<p>You can now log in via SSH and follow the installation tutorial you saw earlier to start running your AI workloads.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Pro Tip: Get Managed Support<\/h4>\n\n\n\n<p>If you\u2019re not a server expert, simply tick the <strong>Managed Support<\/strong> add-on during checkout.<br>This gives you hands-on help with initial setup, security hardening, and optimization\u2014perfect for teams who want a ready-to-run Self-Hosted AI Server without the technical overhead.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions_About_Self-Hosting_AI\"><\/span>Frequently Asked Questions About Self-Hosting AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Here are the most common questions businesses ask before moving from public APIs to their own Self-Hosted AI Server. These answers will help your readers understand the benefits, requirements, and practical expectations of running AI on Owrbit hardware.<\/p>\n\n\n<style>#sp-ea-6158 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 300ms;}#sp-ea-6158.sp-easy-accordion>.sp-ea-single {margin-bottom: 10px; border: 1px solid #e2e2e2; }#sp-ea-6158.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-6158.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-6158.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-6158.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp_easy_accordion-1765368797\"><div id=\"sp-ea-6158\" class=\"sp-ea-one sp-easy-accordion\" data-ea-active=\"ea-click\" data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Do_I_really_need_my_own_server_to_run_Llama_3_or_DeepSeek\"><\/span><a class=\"collapsed\" id=\"ea-header-61580\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61580\" aria-controls=\"collapse61580\" href=\"#\" aria-expanded=\"true\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-minus\"><\/i> Do I really need my own server to run Llama 3 or DeepSeek?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse61580\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61580\"> <div class=\"ea-body\"><p data-start=\"380\" data-end=\"627\">If you want full privacy, predictable costs, and no external data exposure, yes.<br data-start=\"460\" data-end=\"463\" \/>Public AI APIs log and process your prompts in external systems. With a dedicated server, everything stays inside your environment and cannot leak to third parties.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"How_much_RAM_do_I_need_to_run_these_models\"><\/span><a class=\"collapsed\" id=\"ea-header-61581\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61581\" aria-controls=\"collapse61581\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> How much RAM do I need to run these models?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61581\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61581\"> <div class=\"ea-body\"><p data-start=\"686\" data-end=\"713\">It depends on model size:<\/p><ul data-start=\"714\" data-end=\"839\"><li data-start=\"714\" data-end=\"747\"><p data-start=\"716\" data-end=\"747\">Llama 3 (8B): 16\u201332GB minimum<\/p><\/li><li data-start=\"748\" data-end=\"789\"><p data-start=\"750\" data-end=\"789\">DeepSeek\/Mixtral (33B+): 64GB minimum<\/p><\/li><li data-start=\"790\" data-end=\"839\"><p data-start=\"792\" data-end=\"839\">Heavy workloads or multiple models: 128\u2013256GB<\/p><\/li><\/ul><p data-start=\"841\" data-end=\"936\">Owrbit offers several plans above $100\/month that match these Private AI Hardware Requirements.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Can_I_use_a_VPS_instead_of_a_Dedicated_Server\"><\/span><a class=\"collapsed\" id=\"ea-header-61582\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61582\" aria-controls=\"collapse61582\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Can I use a VPS instead of a Dedicated Server?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61582\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61582\"> <div class=\"ea-body\"><p data-start=\"998\" data-end=\"1233\">Technically yes, but not recommended.<br data-start=\"1035\" data-end=\"1038\" \/>VPS resources are shared and often unstable under heavy AI workloads. LLMs require stable, guaranteed RAM and CPU. A Dedicated Server provides the raw, isolated power needed for smooth inference.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Is_self-hosting_hard_to_set_up\"><\/span><a class=\"collapsed\" id=\"ea-header-61583\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61583\" aria-controls=\"collapse61583\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Is self-hosting hard to set up?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61583\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61583\"> <div class=\"ea-body\"><p data-start=\"1280\" data-end=\"1486\">Not really. Tools like <strong data-start=\"1303\" data-end=\"1313\">Ollama<\/strong> make installation simple, even for beginners.<br id=\"gpt-index-heading-19-5\" data-start=\"1359\" data-end=\"1362\" data-chatgpt-index-anchor=\"gpt-index-heading-19-5\" \/>Plus, Owrbit offers a <strong data-start=\"1384\" data-end=\"1403\">Managed Support<\/strong> add-on so the setup, security hardening, and configuration can be handled for you.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Is_self-hosting_more_expensive_than_using_OpenAI\"><\/span><a class=\"collapsed\" id=\"ea-header-61584\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61584\" aria-controls=\"collapse61584\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Is self-hosting more expensive than using OpenAI?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61584\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61584\"> <div class=\"ea-body\"><p data-start=\"1551\" data-end=\"1777\">Only at very low usage levels.<br data-start=\"1581\" data-end=\"1584\" \/>For teams running AI regularly, API bills can climb into hundreds or thousands per month.<br data-start=\"1673\" data-end=\"1676\" \/>A dedicated server gives you unlimited usage for a flat monthly cost. No token charges. No surprises.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Can_I_run_multiple_models_on_one_Owrbit_server\"><\/span><a class=\"collapsed\" id=\"ea-header-61585\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61585\" aria-controls=\"collapse61585\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Can I run multiple models on one Owrbit server?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61585\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61585\"> <div class=\"ea-body\"><p data-start=\"1840\" data-end=\"2030\">Yes. With enough RAM (64\u2013256GB), you can run multiple LLMs, embedding models, and automation scripts on the same machine.<br data-start=\"1961\" data-end=\"1964\" \/>This gives far more flexibility than a per-model API subscription.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Is_my_data_100_private_when_self-hosting\"><\/span><a class=\"collapsed\" id=\"ea-header-61586\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61586\" aria-controls=\"collapse61586\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Is my data 100% private when self-hosting?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61586\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61586\"> <div class=\"ea-body\"><p data-start=\"2088\" data-end=\"2341\">Yes \u2014 as long as you keep the server secured behind a VPN or firewall.<br data-start=\"2158\" data-end=\"2161\" \/>Your prompts never leave the machine, and the model never sends logs to external vendors. This is why self-hosting is popular in finance, healthcare, legal, and government sectors.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"Can_I_fine-tune_or_customize_the_models\"><\/span><a class=\"collapsed\" id=\"ea-header-61587\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61587\" aria-controls=\"collapse61587\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Can I fine-tune or customize the models?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61587\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61587\"> <div class=\"ea-body\"><p data-start=\"2397\" data-end=\"2590\">Yes. With local control, you can fine-tune, quantize, or optimize Llama 3, DeepSeek, or Mixtral depending on your hardware.<br data-start=\"2520\" data-end=\"2523\" \/>This level of customization is not available with most public APIs.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"What_operating_system_should_I_choose\"><\/span><a class=\"collapsed\" id=\"ea-header-61588\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61588\" aria-controls=\"collapse61588\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> What operating system should I choose?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61588\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61588\"> <div class=\"ea-body\"><p data-start=\"2644\" data-end=\"2778\">Ubuntu 22.04 and Debian 11\/12 are the best options.<br data-start=\"2695\" data-end=\"2698\" \/>They offer the cleanest support for Ollama, llama.cpp, vLLM, and GPU frameworks.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><span class=\"ez-toc-section\" id=\"How_long_does_provisioning_take_on_Owrbit\"><\/span><a class=\"collapsed\" id=\"ea-header-61589\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse61589\" aria-controls=\"collapse61589\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> How long does provisioning take on Owrbit?<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse61589\" data-parent=\"#sp-ea-6158\" role=\"region\" aria-labelledby=\"ea-header-61589\"> <div class=\"ea-body\"><p data-start=\"2836\" data-end=\"3015\">Provisioning begins immediately after payment.<br data-start=\"2882\" data-end=\"2885\" \/>Unlike some providers that take days, Owrbit deploys your bare-metal server quickly so you can start installing models right away.<\/p><\/div><\/div><\/div><script type=\"application\/ld+json\">{ \"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"@id\": \"sp-ea-schema-6158-69d9a25795fcd\", \"mainEntity\": [{ \"@type\": \"Question\", \"name\": \"Do I really need my own server to run Llama 3 or DeepSeek?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>If you want full privacy, predictable costs, and no external data exposure, yes.<br \/>Public AI APIs log and process your prompts in external systems. With a dedicated server, everything stays inside your environment and cannot leak to third parties.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"How much RAM do I need to run these models?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>It depends on model size:<\/p><ul><li><p>Llama 3 (8B): 16\u201332GB minimum<\/p><\/li><li><p>DeepSeek\/Mixtral (33B+): 64GB minimum<\/p><\/li><li><p>Heavy workloads or multiple models: 128\u2013256GB<\/p><\/li><\/ul><p>Owrbit offers several plans above $100\/month that match these Private AI Hardware Requirements.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Can I use a VPS instead of a Dedicated Server?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Technically yes, but not recommended.<br \/>VPS resources are shared and often unstable under heavy AI workloads. LLMs require stable, guaranteed RAM and CPU. A Dedicated Server provides the raw, isolated power needed for smooth inference.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Is self-hosting hard to set up?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Not really. Tools like<strong>Ollama<\/strong>make installation simple, even for beginners.<br \/>Plus, Owrbit offers a<strong>Managed Support<\/strong>add-on so the setup, security hardening, and configuration can be handled for you.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Is self-hosting more expensive than using OpenAI?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Only at very low usage levels.<br \/>For teams running AI regularly, API bills can climb into hundreds or thousands per month.<br \/>A dedicated server gives you unlimited usage for a flat monthly cost. No token charges. No surprises.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Can I run multiple models on one Owrbit server?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Yes. With enough RAM (64\u2013256GB), you can run multiple LLMs, embedding models, and automation scripts on the same machine.<br \/>This gives far more flexibility than a per-model API subscription.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Is my data 100% private when self-hosting?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Yes \u2014 as long as you keep the server secured behind a VPN or firewall.<br \/>Your prompts never leave the machine, and the model never sends logs to external vendors. This is why self-hosting is popular in finance, healthcare, legal, and government sectors.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"Can I fine-tune or customize the models?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Yes. With local control, you can fine-tune, quantize, or optimize Llama 3, DeepSeek, or Mixtral depending on your hardware.<br \/>This level of customization is not available with most public APIs.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"What operating system should I choose?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Ubuntu 22.04 and Debian 11\/12 are the best options.<br \/>They offer the cleanest support for Ollama, llama.cpp, vLLM, and GPU frameworks.<\/p>\" } },{ \"@type\": \"Question\", \"name\": \"How long does provisioning take on Owrbit?\", \"acceptedAnswer\": { \"@type\": \"Answer\", \"text\": \"<p>Provisioning begins immediately after payment.<br \/>Unlike some providers that take days, Owrbit deploys your bare-metal server quickly so you can start installing models right away.<\/p>\" } }] }<\/script><\/div><\/div>\n\n\n\n<p><strong>Still have questions? Reach out to Owrbit anytime \u2014 our team is here to help you build a secure, fast, and fully private AI environment that fits your business needs.<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-white-background-color has-background\" style=\"border-top-left-radius:25px;border-top-right-radius:25px;border-bottom-left-radius:25px;border-bottom-right-radius:25px\"><span class=\"ez-toc-section\" id=\"Final_Conclusion_Take_Control_of_Your_AI_Future_Today\"><\/span>Final Conclusion: Take Control of Your AI Future Today<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Every business is moving toward AI\u2014but only the smart ones are protecting their data while doing it. Public APIs will always come with risks you can\u2019t control: logging, retention, policy changes, and the constant fear of leaks. Self-hosting puts you back in command of your privacy, your performance, and your costs.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Your data is your most valuable asset\u2014protect it with infrastructure you own.<\/p>\n<\/blockquote>\n\n\n\n<p>Don\u2019t wait for a breach, a compliance issue, or an accidental leak to force the decision.<\/p>\n\n\n\n<p>Take the proactive path.<\/p>\n\n\n\n<p>Secure your company\u2019s future today with an Owrbit Dedicated Server and build a private AI fortress that keeps your data where it belongs\u2014under your ownership, on your hardware, inside your network.<\/p>\n\n\n\n<p><strong>Start now:<\/strong> Visit the <a href=\"https:\/\/owrbit.com\/dedicated-server\">Dedicated Servers<\/a> page and choose the machine that will power your private AI stack.<br><\/p>\n","protected":false},"excerpt":{"rendered":"Every company today is facing the same problem: employees are pasting sensitive code, financial records, customer chats, and&hellip;","protected":false},"author":1,"featured_media":6159,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_ayudawp_aiss_exclude":false,"csco_display_header_overlay":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_reading_time":"","csco_page_toc_navigation":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"csco_post_video_bg_volume":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[943,173,93],"tags":[1606,1597,1604,1600,1593,1601,1591,1603,1598,1592,1608,1596,1595,1590,1605,1594,1607,1599,1602,1589],"class_list":{"0":"post-6157","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-dedicated-server","8":"category-ai","9":"category-server-management","10":"tag-ai-cost-reduction","11":"tag-ai-data-privacy","12":"tag-ai-for-business","13":"tag-ai-hardware-requirements","14":"tag-ai-infrastructure","15":"tag-dedicated-server-for-ai","16":"tag-deepseek-dedicated-server","17":"tag-deepseek-self-hosted","18":"tag-enterprise-ai-security","19":"tag-llama-3-hosting","20":"tag-nvme-ai-servers","21":"tag-on-premise-ai","22":"tag-owrbit-dedicated-servers","23":"tag-private-ai-server","24":"tag-private-chatbot-infrastructure","25":"tag-private-llm-deployment","26":"tag-ram-requirements-for-ai-models","27":"tag-run-llama-locally","28":"tag-secure-ai-hosting","29":"tag-self-hosted-ai-server","30":"cs-entry","31":"cs-video-wrap"},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/owrbit.com\/hub\/wp-content\/uploads\/2025\/12\/DeepSeek-Dedicated-Server.png","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":6469,"url":"https:\/\/owrbit.com\/hub\/sovereign-ai-host-a-private-llm-without-data-leaks\/","url_meta":{"origin":6157,"position":0},"title":"Sovereign AI Hosting: Host a Private LLM Without Data Leaks","author":"Owrbiter","date":"March 23, 2026","format":false,"excerpt":"Businesses rushed into AI. 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