In this video, I show how to download and run Hugging Face models locally on your own GPU!
We’ll explore:
How to choose a model based on parameter size ?
Why VRAM size matters for model performance ?
The role of weights, activations, and KV cache in GPU memory
What happens inside your GPU when you call model.to("cuda") ?
This is a beginner-friendly deep dive into what’s actually going on under the hood when you load an AI model.
📘 Tools:
PyTorch
Hugging Face CLI
Grafana for GPU monitoring
💬 Comment below what model you want to see next!
https://github.com/saujandsre/GPU-VastAI
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Run AI Models Locally — Hugging Face + GPU Explained | NatokHD