#gpu-acceleration
16 episodes
The Heavy Metal of Machine Learning: Inside PyTorch
Discover why PyTorch is the "oxygen" of AI. Herman and Corn explore its history, the magic of Autograd, and the move to the PyTorch Foundation.
Beyond the Desktop: Defining the 2026 Workstation
Is your PC a workstation or just a fast desktop? Herman and Corn break down the hardware that defines professional computing in 2026.
Building the Ultimate Local AI Inference Server
Learn how to build a high-performance local AI server for agentic coding, from dual-GPU PC builds to the power of Mac's unified memory.
The Silicon Arms Race: Why GPUs are the New Oil
Are high-end microchips the new enriched uranium? Herman and Corn dive into the high-stakes world of GPU export bans and global AI supremacy.
Why GPUs Are the Kings of the AI Revolution
From video game dragons to digital brains: Herman and Corn explain why your graphics card is the secret engine behind the AI boom.
Building an AI Model from Scratch: The Hidden Costs
Building an AI model from scratch? It's a brutal reality of trillions of tokens and millions in GPUs. Discover the hidden costs of modern AI.
Running Video AI at Home: The Real Technical Challenge
Video AI: Hype vs. Reality. Can your GPU handle it? We dive into the technical challenges of running video AI at home.
Red Team vs. Green: Local AI Hardware Wars
NVIDIA's CUDA rules AI, leaving AMD users battling a "green wall." Explore the hardware wars and thorny paths forward.
ComfyUI: Power, Polish, & The AI Creator's Frontier
ComfyUI: Unlocking AI's true power, but is your rig ready? Dive into the future of digital artistry.
AMD AI: Taming Environments with Conda & Docker
Tired of AI environment headaches on AMD? We demystify Conda, Docker, and host environments to unlock your GPU's full potential.
GPU Brains: CUDA, ROCm, & The AI Software Stack
Unraveling how GPUs power AI. We dive into CUDA, ROCm, and the software stack that makes it all think.
Cloud Render Superpowers: Local Edit, Remote Muscle
Unleash cloud superpowers! Edit locally, render remotely with AI-accelerated GPUs like NVIDIA A100s.
Beyond the GPU: Unpacking AI's Chip Revolution
Beyond the GPU: we're unpacking AI's chip revolution. Discover the crucial, often overlooked world of AI's fundamental building blocks.
The AI Breakthrough: Transformers & The Perfect Storm
AI's everywhere. How did chatbots, art, and video all emerge so suddenly? The secret lies in Transformers and a perfect storm.
Local STT For AMD GPU Owners
AMD GPU? No problem! Dive into local AI adventures like on-device speech to text.
How To Fine Tune Whisper
Build your own AI transcription tool! We'll walk you through fine-tuning Whisper, from data to notebook.