GPU Memory Math: Will This Model Actually Fit?
Before you download a 70B model, calculate if it fits. The formulas, the gotchas, and a quick calculator you can actually use.
All the articles with the tag "ollama".
Before you download a 70B model, calculate if it fits. The formulas, the gotchas, and a quick calculator you can actually use.
Google's Gemma 4 is the best open model they've shipped yet. Here's how to pull it, run it, and actually use it for real work with Ollama on your own hardware.
vLLM, llama.cpp, and Ollama all run local LLMs — compare throughput, memory use, GPU support, and which fits your hardware.
Ollama can load one model at a time on limited hardware. How to switch between models, use CPU offloading, and manage VRAM intelligently.
Connect n8n to Ollama or any local LLM to build smart automations that classify, summarize, and triage — not just shuffle data around blindly.
Ollama makes running local LLMs dead simple — pull a model, start the server, and get a private ChatGPT running on your own hardware.