How AI Runs on Your GPU — Stable Diffusion, LLMs, Blender, and More
Published:
A practical walkthrough of how GPU-accelerated AI works under the hood — covering popular tools like Stable Diffusion, LM Studio, Blender, and DaVinci Resolve to demonstrate real-world GPU utilization for AI and creative workloads.
Topics Covered
- CUDA Fundamentals — How GPUs parallelize AI computations
- Stable Diffusion — Real-time image generation on consumer GPUs
- LM Studio — Running large language models locally
- Blender + AI — GPU-accelerated rendering with AI denoising
- DaVinci Resolve — AI-powered video editing and color grading
Understanding how AI leverages GPU hardware is fundamental for optimizing performance — whether you’re deploying models on a workstation, a Jetson device, or a DGX cluster.