{"id":22494,"date":"2026-07-23T08:38:00","date_gmt":"2026-07-23T03:08:00","guid":{"rendered":"https:\/\/www.youstable.com\/blog\/?p=22494"},"modified":"2026-07-15T16:32:41","modified_gmt":"2026-07-15T11:02:41","slug":"ollama-vps-requirements-ram","status":"publish","type":"post","link":"https:\/\/www.youstable.com\/blog\/ollama-vps-requirements-ram\/","title":{"rendered":"Ollama VPS Requirements: RAM, CPU Guide 2026"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">You found Ollama! Want to run this AI model on a VPS? Great! That\u2019s great!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But I can guarantee that a lot of you do not know which VPS plan to choose to run Ollama 24\/7, what web resources requirements a VPS should have, to run it with no latency.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I have been there with the same problem too.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Over the past 30+ months, my team and I have deployed Ollama on dozens of servers, from tiny 4 GB boxes to fat 64 GB machines.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We have watched models work with no latency at one word per millionth second and run beautifully.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this guide, I\u2019ve told you the exact Ollama VPS requirements: how much RAM, CPU power, storage and what operating system you actually need to run Ollama on VPS successfully with zero latency and 24\/7 online.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">See! The goal is simple. You buy the right plan the first time and Ollama runs smoothly from day one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let\u2019s get started right away!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"ollama-vps-requirements-at-a-glance\">Ollama VPS Requirements: At a Glance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here is the short answer to your query before we start.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama runs on a VPS with a minimum of 8 GB RAM, a 64-bit CPU with AVX2 support and around 10 GB of free disk for one model. That covers small models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For smooth daily use of a 7B or 8B model, target 16 GB RAM, 4 to 8 CPU cores and 40 GB or more of NVMe SSD storage.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>Requirement<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>Bare Minimum<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>Comfortable (7B to 8B)<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">RAM<\/td><td class=\"has-text-align-center\" data-align=\"center\">8 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">16 GB<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">CPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">2 cores, AVX2<\/td><td class=\"has-text-align-center\" data-align=\"center\">4 to 8 cores, AVX2<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Storage<\/td><td class=\"has-text-align-center\" data-align=\"center\">10 GB NVMe SSD<\/td><td class=\"has-text-align-center\" data-align=\"center\">40 GB+ NVMe SSD<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">GPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">Optional<\/td><td class=\"has-text-align-center\" data-align=\"center\">Optional<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Operating System<\/td><td class=\"has-text-align-center\" data-align=\"center\">64-bit Linux<\/td><td class=\"has-text-align-center\" data-align=\"center\">Ubuntu 24.04 LTS<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Please Note:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A GPU is optional.<\/li>\n\n\n\n<li>Most cloud VPS plans run Ollama on the CPU alone.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"what-is-ollama-why-run-ollama-on-a-vps\">What Is Ollama? Why Run Ollama on a VPS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama is a free tool that lets you download and run large language models on your own server (It can be your personal computer or a server that runs 24\/7).&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A large language model, often written as LLM, is the kind of AI that powers chat assistants. Ollama pulls the model, loads it into memory and gives you a simple command line and a local API to chat with it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You own the whole thing. Zero monthly token bills, zero data leaving your server.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That control is the reason so many users self-host their AI in 2026.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"running-ollama-on-laptop-vs-running-ollama-on-vps-which-is-better\">Running Ollama on Laptop Vs Running Ollama on VPS: Which is Better?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Running Ollama on your laptop is really a mess.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">See! Your laptop sleeps, drops Wi-Fi, at times crashes due to heavy load and gets closed at the end of the day. A model that dies out every time you shut the lid of the machine is useless for a real project.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A VPS, which is also known as Virtual Private Server, is a slice of a powerful physical server in a data center that stays on with full power backup 24 hours a day, never goes down.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Ollama on Laptop<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Ollama on VPS<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Can crash due to limited RAM and CPU&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">Never crashes! Offers one-click resource scaling<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Sleeps at regular interval<\/td><td class=\"has-text-align-center\" data-align=\"center\">Never Sleep! Remains always On! Like your heart beat.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Along with that, VPS gives you a dedicated IP address, a fixed API endpoint your apps can call at any hour of the day and steady performance your laptop cannot match.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On a flat-rate VPS you pay one monthly fee, so running Ollama 24\/7 costs the same as leaving it idle.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-ast-global-color-1-background-color has-background has-fixed-layout\"><tbody><tr><td><strong>Please Note:<\/strong> Every recommendation in this guide comes from real deployments my team has run and tested. I have kept the numbers practical, so they hold true on any VPS host you choose.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"the-one-rule-that-decides-everything-ram-comes-first\">The One Rule That Decides Everything: RAM Comes First<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Before we break down each spec for running Ollama successfully, first learn the single rule that saves you money.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The entire model has to fit inside your server&#8217;s <strong>RAM <\/strong>to run. That is the important gate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Too little memory and the model refuses to load at all, no matter how many CPU cores you paid for. Get the RAM right and a modest, affordable VPS runs Ollama well.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So we start every plan with memory, then tune speed with CPU and storage. Memory first, always.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"buy-the-right-vps-hosting-for-ollama\">Buy the Right VPS hosting for Ollama<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I honestly recommend <strong><a href=\"https:\/\/www.youstable.com\/vps-hosting\/\">YouStable VPS<\/a><\/strong> for Ollama and there is a reason why I do so. Personally, I have run Ollama on plenty of hosts and the reason I point my own readers to YouStable VPS is simple: the hardware and access lines up with exactly what Ollama asks for.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Here is what makes the fit right:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AMD EPYC processors:<\/strong> Ollama leans on the CPU for inference, and these are exactly the modern 64-bit chips with the AVX2 support that Ollama wants. That means faster words-per-second on the same model.<\/li>\n\n\n\n<li><strong>Pure NVMe SSD storage:<\/strong> Every model loads from disk into memory each time it starts. On the NVMe SSD storage here, an 8B model loads in a few seconds instead of the minutes an old hard drive would take. Your AI feels instant, not broken.<\/li>\n\n\n\n<li><strong>99.9% uptime:<\/strong> A self-hosted model is only useful when it stays reachable. High uptime keeps your API endpoint live around the clock for your apps and your team.<\/li>\n\n\n\n<li><strong>Full admin and root access:<\/strong> Ollama installs with a single command that needs root. YouStable gives you full root plus secure SSH access, so you log in, paste the install script, and you are running a model in a couple of seconds.<\/li>\n\n\n\n<li><strong>Dedicated CPU and RAM:<\/strong> Your memory and cores are yours alone, so the model that fits keeps performing steadily even under load, with zero noisy-neighbour slowdowns.<\/li>\n\n\n\n<li>Custom OS support<strong>:<\/strong> You can pick Ubuntu, the smoothest operating system for Ollama, straight from the setup.<\/li>\n\n\n\n<li><strong>Scalable resources plus 24\/7 human support:<\/strong> Start small, then bump your RAM the moment you want a bigger model. Real support answers at any hour when you need a hand.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Put together, that covers every line on the Ollama requirements checklist: root access, an AVX2-capable CPU, fast storage, and enough memory that scales with your model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now, the question is which YouStable VPS plan to pick for each model? Lemme answer that in a very easy manner.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"ollama-ram-requirements-by-model-size\">Ollama RAM Requirements by Model Size<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Model size is measured in billions of parameters, written as 3B, 7B, 13B, and so on.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>An important rule: Always budget roughly 0.7 GB of RAM per billion parameters at Ollama&#8217;s default 4-bit setting, then add about 2 GB for context and 1 GB for the operating system.&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here is how that plays out across <strong><a href=\"https:\/\/www.youstable.com\/vps-hosting\/\">YouStable VPS plans<\/a><\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"small-models-1b-to-3b-8-gb-ram\">Small Models (1B to 3B): 8 GB RAM<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These tiny models, like Llama 3.2 3B or Gemma 3B, are the friendliest place to start.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They load on an 8 GB VPS with room to spare and reply quickly, around 15 to 25 words per second on a decent CPU. Great for learning, simple chat, classification, and light automation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The vPopular plan of YouStable (4 CPU, 8 GB RAM, 120 GB NVMe) runs these comfortably. On a tighter budget, vProfessional (2 CPU, 6 GB RAM) also handles small models well.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"mid-size-models-7b-to-8b-16-gb-ram\">Mid-Size Models (7B to 8B): 16 GB RAM<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is the sweet spot for most people.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A 7B or 8B model, such as Llama 3.1 8B or Mistral 7B, handles chat, summarising, drafting, and question answering with real competence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Step up to a 16 GB RAM configuration (4 or more cores). This is the sweet spot for most people, and it is a quick scale-up from vPopular or a custom build the <strong><a href=\"https:\/\/www.youstable.com\/\">YouStable<\/a><\/strong> team sets up for you.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"larger-models-13b-to-14b-16-to-24-gb-ram\">Larger Models (13B to 14B): 16 to 24 GB RAM<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Models in the 13B to 14B range answer with more nuance and depth.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The weights need around 9 GB, so 16 GB works and 24 GB gives you a bit more space for longer context and a live app. On CPU alone these run slower, so I reach for them when answer quality matters more than raw speed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For 13B to 14B models go with a 16 to 24 GB RAM custom VPS and 4 or more dedicated cores, plus 80 GB or more of NVMe for a small model library.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"big-models-32b-and-70b-32-gb-and-beyond\">Big Models (32B and 70B): 32 GB and Beyond<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A 32B model wants about 32 GB of RAM to sit comfortably.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A 70B model, like Llama 3 70B, needs roughly 48 to 64 GB and is honestly not possible on a CPU-only VPS. You might see one word per second, which turns a short reply into a long coffee break. For this tier, a GPU server is the sensible route.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask for a 32 GB RAM build with 8 dedicated cores and 100 GB of NVMe storage. At times, it may also want 48 GB or more of RAM and honestly a GPU server is more important than CPU alone.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Please Note:<\/strong> YouStable is my own company, so treat this as an honest in-house recommendation. The specs above hold true on any host, and I have kept the RAM numbers matched to real Ollama requirements rather than to any single plan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Below is a table for a small overview about what we discussed above about the specs:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>Model Size<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>RAM to Target<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>Best For<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>CPU-Only Speed<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">1B to 3B<\/td><td class=\"has-text-align-center\" data-align=\"center\">8 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">Learning, light chat<\/td><td class=\"has-text-align-center\" data-align=\"center\">Fast (15 to 25 tok\/s)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">7B to 8B<\/td><td class=\"has-text-align-center\" data-align=\"center\">16 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">Daily chat, drafting, RAG<\/td><td class=\"has-text-align-center\" data-align=\"center\">Usable (5 to 10 tok\/s)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">13B to 14B<\/td><td class=\"has-text-align-center\" data-align=\"center\">16 to 24 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">Higher-quality answers<\/td><td class=\"has-text-align-center\" data-align=\"center\">Slow<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">32B<\/td><td class=\"has-text-align-center\" data-align=\"center\">32 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">Advanced reasoning, code<\/td><td class=\"has-text-align-center\" data-align=\"center\">Very slow<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">70B<\/td><td class=\"has-text-align-center\" data-align=\"center\">48 to 64 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">Frontier-class quality<\/td><td class=\"has-text-align-center\" data-align=\"center\">GPU advised<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"understanding-quantization-a-way-to-save-your-ram\">Understanding Quantization: A Way to Save Your RAM<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">You keep seeing the word quantization, so let me make it painless. Quantization is a way of shrinking a model so it uses less memory.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The original weights are stored as 16-bit numbers. Ollama compresses them down to 4-bit numbers by default, a setting called Q4_K_M.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That single trick cuts the memory a model needs by roughly half, with only a tiny drop in answer quality most people cannot notice. This is why a 7B model fits in about 5 GB instead of 14 GB.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you see a tag like llama3.1:8b-q4_K_M, the q4 part is telling you the compression level.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-ast-global-color-1-background-color has-background has-fixed-layout\"><tbody><tr><td><strong>Please Note<\/strong>: Ollama picks 4-bit quantization for you automatically. You do not have to configure anything to get these memory savings. The figures across this guide assume this default 4-bit setting.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"ollama-cpu-requirements-cores-clock-speed-and-avx2\">Ollama CPU Requirements: Cores, Clock Speed, and AVX2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">What does AVX2 mean and why does it matter? AVX2 is a feature built into modern processors that speeds up the heavy math a language model does.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is known that almost every VPS sold since 2015 has it. You only run into trouble on very old or unusual hardware.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ask your host, or check the plan details, to confirm the CPU is 64-bit with AVX2.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"how-many-vcpu-cores-you-actually-need\">How Many vCPU Cores You Actually Need<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For a 7B or 8B model on CPU, 4 to 8 cores is the practical range.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">More cores speed up replies, but the gains flatten out after about 12 to 16 cores. A vCPU, short for virtual CPU, is a share of a physical processor core assigned to your VPS.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So 4 vCPU means your server gets four of these shares.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"shared-vcpu-vs-dedicated-vcpu\">Shared vCPU vs Dedicated vCPU<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Budget VPS plans give you shared vCPU, where your cores are pooled with other customers. That works fine for development and background jobs.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dedicated vCPU plans reserve the cores for you alone, giving steadier speed under load. For a production API that many people hit at once, dedicated cores earn their higher price.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"ollama-storage-requirements-disk-space-and-why-nvme-matters\">Ollama Storage Requirements: Disk Space and Why NVMe Matters<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Storage decides two things!<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How many models you can keep<\/li>\n\n\n\n<li>How fast each one loads.\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Get the size and the drive type right, and Ollama feels quick from the first command. Let\u2019s check out the Storage requirements and related things:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"how-much-disk-space-each-model-takes\">How Much Disk Space Each Model Takes<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Models are large files that live on your disk. Here is a rough sense of the sizes: a 7B model is about 4 to 5 GB, a 34B model is around 19 GB, and a 70B model is close to 39 GB. The Ollama program itself is tiny, about 300 MB.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For one model, 10 GB of free space is the floor. Planning to collect a few models to compare them? Set aside 50 to 100 GB so you are not deleting and re-downloading all the time.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"why-you-want-nvme-ssd-not-a-hard-drive\">Why You Want NVMe SSD, Not a Hard Drive<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Every time Ollama starts a model, it reads the whole file from disk into memory. On a fast NVMe SSD that takes 3 to 5 seconds.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On an old mechanical hard drive it can take one to three minutes, which makes the AI feel broken.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pick a VPS with NVMe SSD storage. An NVMe SSD is the fastest common type of solid-state drive. This one choice changes how responsive your whole setup feels.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"do-you-need-a-gpu-to-run-ollama-on-a-vps\">Do You Need a GPU to Run Ollama on a VPS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Short answer: You do not need one for small and mid-size models.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This surprises people, so let me be very clear. Ollama runs happily on the CPU alone and a well-chosen CPU VPS handles 7B and 8B models at a sensible pace.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A GPU, which is a graphics chip built to speed things up a lot: a 7B model can jump from 8 words per second to 40 or more. The thing is that standard cloud VPS plans do not include a GPU and GPU servers cost considerably more.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>MY RULE<\/strong>: Start on a CPU VPS for models up to 8B &gt;&gt; Move to a GPU server only when you need a 30B-plus model or fast replies for many users at once.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-ast-global-color-1-background-color has-background has-fixed-layout\"><tbody><tr><td><strong>Please Note: <\/strong>A CPU-only VPS runs every model in this guide. A GPU changes speed, not what is possible. For most self-hosted projects, my team finds a solid CPU box does the job at a fraction of the cost.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"operating-system-requirements-for-ollama-on-a-vps\">Operating System Requirements for Ollama on a VPS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama runs on Linux, macOS, and Windows.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On a VPS you almost always want Linux, and I recommend Ubuntu 24.04 LTS. It has the smoothest driver support, the largest community, and the clearest install steps: one command sets everything up.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The install script also registers Ollama as a background service, so it starts automatically and keeps running after you log out.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Any modern 64-bit Linux works, though Ubuntu saves you the most time.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"bandwidth-and-download-considerations\">Bandwidth and Download Considerations<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One point newcomers miss: models are big downloads.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pulling a 7B model means fetching 4 to 5 GB the first time. Most VPS providers give generous bandwidth, so this is rarely a problem, though slow connections can make that first pull take a while.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The reassuring part is that Ollama resumes an interrupted download, so a dropped connection does not force you to start over.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After the first pull, the model sits on your disk and loads instantly from then on.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"recommended-vps-specs-for-ollama-by-use-case\">Recommended VPS Specs for Ollama by Use Case<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Now the part you came for.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here are the VPS specs I point people toward, matched to what they actually want to do. Find your row and you have your plan.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>Use Case<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>RAM<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>CPU<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>Storage<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>Model Tier<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Learning and testing<\/td><td class=\"has-text-align-center\" data-align=\"center\">8 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">2 to 4 cores<\/td><td class=\"has-text-align-center\" data-align=\"center\">20 GB NVMe<\/td><td class=\"has-text-align-center\" data-align=\"center\">1B to 3B<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Solo developer, small app<\/td><td class=\"has-text-align-center\" data-align=\"center\">16 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">4 cores<\/td><td class=\"has-text-align-center\" data-align=\"center\">40 GB NVMe<\/td><td class=\"has-text-align-center\" data-align=\"center\">7B to 8B<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Small team, production API<\/td><td class=\"has-text-align-center\" data-align=\"center\">32 GB<\/td><td class=\"has-text-align-center\" data-align=\"center\">8 dedicated<\/td><td class=\"has-text-align-center\" data-align=\"center\">80 GB NVMe<\/td><td class=\"has-text-align-center\" data-align=\"center\">13B to 14B<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Heavy or advanced models<\/td><td class=\"has-text-align-center\" data-align=\"center\">48 GB+ or GPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">8+ or GPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">100 GB+ NVMe<\/td><td class=\"has-text-align-center\" data-align=\"center\">32B to 70B<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">For most readers, the middle row is the honest sweet spot: 16 GB RAM, 4 cores, and NVMe storage runs a capable 8B model with room for a real app.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is the plan I recommend most often. My team runs several of these setups on YouStable VPS plans, which ship with NVMe SSD storage and full root access, so you can install Ollama in a couple of commands.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-ast-global-color-1-background-color has-background has-fixed-layout\"><tbody><tr><td><strong>Disclaimer<\/strong>: YouStable is my own company. I have kept every spec recommendation in this guide vendor-neutral, so the numbers stay true on any host you pick.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"how-to-confirm-a-vps-can-run-ollama-before-you-buy\">How to Confirm a VPS Can Run Ollama Before You Buy<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Run through this quick checklist before you click purchase. It takes two minutes and saves you from a plan that will not do the job.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Match the RAM:<\/strong> Confirm the memory fits your target model from the table above. This is the deal-breaker.<\/li>\n\n\n\n<li><strong>Check the storage type:<\/strong> Insist on NVMe SSD, not a mechanical hard drive.<\/li>\n\n\n\n<li>Confirm the CPU. It should be 64-bit with AVX2 support. Ask support when the plan page stays silent.<\/li>\n\n\n\n<li><strong>Choose the operating system:<\/strong> Pick Ubuntu 24.04 LTS during checkout for the smoothest setup.<\/li>\n\n\n\n<li><strong>Pick a flat-rate plan:<\/strong> Around-the-clock use then costs the same as idle time.<\/li>\n\n\n\n<li>Get full root access. You need it to run the one-line Ollama install.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-1-background-color has-background wp-block-paragraph\">Once your VPS meets these requirements, follow this guide to <strong><a href=\"https:\/\/www.youstable.com\/blog\/how-to-install-and-run-ollama-on-a-vps\/\">install and run Ollama on a VPS<\/a><\/strong> correctly and get your AI model running without unnecessary setup issues.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"common-mistakes-to-avoid-when-choosing-a-vps-for-ollama\">Common Mistakes to Avoid When Choosing a VPS for Ollama<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I have watched people burn money on the wrong VPS more times than I can count. These are the slip-ups that irritates newcomers most, so learn from them first:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Buying cores over memory:<\/strong> A server with many cores and too little RAM runs zero models. Memory first, always.<\/li>\n\n\n\n<li><strong>Ignoring the storage type:<\/strong> A hard drive makes every model load painfully slow. Demand NVMe SSD.<\/li>\n\n\n\n<li><strong>Picking too big a model on day one:<\/strong> Start with a 3B or 8B model, get your project working, then size up only when you must.<\/li>\n\n\n\n<li><strong>Assuming you must have a GPU:<\/strong> For models up to 8B, a CPU VPS is cheaper and does the job.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"faqs\">FAQs<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1784109304335\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"how-much-ram-do-i-need-to-run-ollama-on-a-vps\">How much RAM do I need to run Ollama on a VPS?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>For a small 1B to 3B model, 8 GB of RAM is enough. For a capable 7B or 8B model, target 16 GB. For 13B to 14B models, plan for 24 GB, and for 32 GB and larger, 32 GB or more.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109330056\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"can-i-run-ollama-on-a-vps-with-zero-gpu\">Can I run Ollama on a VPS with zero GPU?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. Ollama runs on the CPU alone, and a good CPU VPS handles models up to 8B at a usable speed. A GPU makes replies faster, but it is optional. Standard cloud VPS plans do not include a GPU and for most self-hosted projects a CPU box does the job at a much lower cost.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109348781\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"what-cpu-does-ollama-need-on-a-vps\">What CPU does Ollama need on a VPS?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>A 64-bit processor with AVX2 support, which almost every VPS sold in recent years has. For a 7B or 8B model, 4 to 8 cores gives a comfortable pace. More cores help up to a point, then the benefit flattens out around 12 to 16 cores.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109403799\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"how-much-disk-space-should-my-vps-have-for-ollama\">How much disk space should my VPS have for Ollama?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>For one 7B model, 10 GB of free space is the floor and 40 GB is comfortable. Each 7B model is about 4 to 5 GB, a 34B model is around 19 GB, and a 70B model is close to 39 GB.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109414148\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"which-operating-system-is-best-for-ollama-on-a-vps\">Which operating system is best for Ollama on a VPS?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Ubuntu 24.04 LTS. It offers the smoothest setup, the widest community support, and a one-command install. Ollama also runs on other modern 64-bit Linux systems, though Ubuntu saves you the most time and trouble.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109420533\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"how-fast-is-ollama-on-a-cpu-only-vps\">How fast is Ollama on a CPU-only VPS?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>For a 7B model, expect roughly 5 to 10 words per second on a modern multi-core CPU. Smaller 3B models feel snappy at 15 to 25 words per second. Larger 13B-plus models slow down sharply, which is why a GPU helps once you go big.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109426880\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"does-running-ollama-24-7-on-a-vps-cost-extra\">Does running Ollama 24\/7 on a VPS cost extra?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>On a flat-rate VPS, running Ollama around the clock costs the same as leaving it idle. You pay one monthly fee with zero per-request charges, which is a major saving over cloud AI APIs that bill per token.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1784109433168\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \" class=\"rank-math-question \" id=\"what-is-the-cheapest-vps-that-runs-ollama-well\">What is the cheapest VPS that runs Ollama well?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>YouStable VPS for Ollama is the cheapest VPS that runs Ollama well only for $3.67 per month starting price. An 8 GB RAM plan with NVMe SSD and a modern multi-core CPU runs small models and light 7B work for a low monthly cost.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"final-thoughts-picking-the-right-vps-for-ollama\">Final Thoughts: Picking the Right VPS for Ollama<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The right VPS for Ollama comes down to one honest question: which model do you want to run?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Answer that, match the RAM from the table, add NVMe storage and a modern multi-core CPU, and you are set.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For most people, a 16 GB RAM VPS with 4 cores and NVMe SSD is the plan that balances cost and capability, running a capable 8B model with room to spare.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Start small, get your project working, then size up only when a real need appears. That approach has saved my team money on every deployment over the past 30+ months, and it will do the same for you.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Match your model to the RAM table, pick NVMe storage, and launch Ollama on a VPS that fits your budget.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Please Note: <\/strong>The speed figures in this guide come from my team&#8217;s own testing across many servers and are approximate. Your exact words-per-second will vary with the CPU model, RAM speed, and context length you use.<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>You found Ollama! Want to run this AI model on a VPS? Great! That\u2019s great! But I can guarantee that [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":22506,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"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":"default","ast-page-background-enabled":"default","ast-page-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":"","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-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":"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":""},"mobile":{"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":""}},"iawp_total_views":161,"footnotes":""},"categories":[350,2268],"tags":[],"class_list":["post-22494","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledgebase","category-kb-ai-automation"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/posts\/22494","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/comments?post=22494"}],"version-history":[{"count":0,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/posts\/22494\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/media\/22506"}],"wp:attachment":[{"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/media?parent=22494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/categories?post=22494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.youstable.com\/blog\/wp-json\/wp\/v2\/tags?post=22494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}