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Quick Tip: Run Any Hugging Face Model on Google Colab's Free T4 GPU — No Credit Card, No Setup

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

You don't need a $400 GPU or an OpenAI API key to run serious LLMs. Google Colab gives you a free NVIDIA T4 (16GB VRAM) — enough to run 7B-8B models at usable speed. Here's the 5-cell setup I use daily. Cell 1: Check your GPU (Runtime → Change runtime type → T4) ! nvidia - smi # Tesla T4, 15360MiB…

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  1. 2026-09-15 07:42 · DEV Community — AI
    Quick Tip: Run Any Hugging Face Model on Google Colab's Free T4 GPU — No Credit Card, No Setup

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