Why Ollama “GPU driver error: CUDA out of memory” kept crashing on Ubuntu 22.04 Docker container and how I finally fixed the version mismatch with CUDA 12.2 and vLLM 0.4.0.

Quick Overview Difficulty Level: Intermediate | Estimated Fix Time: 15-30 minutes | Required Knowledge: Docker, GPU drivers, CUDA basics This guide walks you through diagnosing and fixing CUDA version conflicts that cause memory allocation failures in containerized Ollama deployments. The Problem That Ate My Friday Night You’ve deployed your VPS with GPU support, spun up … Read more