You’ve upgraded vLLM to 0.5, and now your Ollama setup on Ubuntu 22.04 is crashing hard. The error message stares back at you: “CUDA out of memory.” Your Docker container was running smoothly yesterday. Today? It’s a memory leak nightmare. You’re not alone—this is a known issue affecting developers deploying large language models (LLMs) in … Read more
You’ve got Ollama and vLLM set up on your Ubuntu VPS. You spin up the Docker container, everything looks ready, and then it hits you: CUDA out of memory. Your 8 GB GPU isn’t even close to being maxed out, but the error won’t budge. If this sounds familiar, you’re not alone—and the solution is … Read more
You’ve got Ollama installed on your Ubuntu 22.04 machine. You pull down a fresh language model. You run it. And then—nothing. The terminal freezes. Your system grinds to a halt. Or worse, you get a cryptic “out of memory” error and Ollama crashes hard. If you’ve been staring at this problem for the last hour … Read more
You’re trying to run a large language model locally using Ollama. Everything seems configured correctly. Then you hit it: “CUDA out of memory.” The model won’t load. Your VPS or workstation sits idle. Frustrating, right? I’ve been there. After spending three hours debugging this exact error in a production AI automation workflow, I discovered it’s … Read more
When the GPU Won’t Talk If you’ve ever tried to spin up a local LLM with Ollama on a fresh Ubuntu 22.04 VPS, you know the excitement of watching a model load in seconds. That excitement quickly turns into frustration when the console spits out: Ollama – model loading failed: CUDA driver not found Because the … Read more