Is AMD Actually Competing with NVIDIA in local AI? The Real Story

Is AMD really ready to challenge NVIDIA in the world of local AI? In this video, we uncover the surprising truth about AMD GPUs for personal AI workloads, breaking down their strengths, weaknesses, and what they’re up against. From ROCm's delayed development and Windows limitations to alternative solutions like Vulkan and ZLUDA, we explore the challenges AMD users face. Whether you're using LLMs, running Stable Diffusion, or tackling other AI tasks, we’ll also examine AMD’s driver support and performance compared to NVIDIA. Discover why AMD’s competition in local AI is more complex—and frustrating—than it seems. Videos: ComfyUI on ROCm under Liunx (UPDATED version): https://youtu.be/NhGtBL4fi0c ComfyUI on ROCm under Liunx (old version): https://youtu.be/QEbI6v2oPvQ ComfyUI with ZLUDA: https://youtu.be/X4V3ppyb3zs Automatic1111 with ZLUDA (YT Short): https://youtube.com/shorts/YzFRlsEYyEE ROCm on Windows Status and ZLUDA: https://youtu.be/8POW3G6itcE ROCm on Windows Status and ONNX: https://youtu.be/IBQH19BTh9w GPT4All: https://youtu.be/TcXzyutfmOw Create a bootable USB flash drive with Ubuntu Linux for GPT/UEFI: https://youtu.be/CPQc0l0YrkE Patreon: https://www.patreon.com/NextTechAndAi Links: About CUDA: https://en.wikipedia.org/wiki/CUDA What is CUDA: https://nvidia.custhelp.com/app/answers/detail/a_id/2132/~/what-is-cuda%3F About ROCm: https://en.wikipedia.org/wiki/ROCm ROCm HIP: https://community.amd.com/t5/instinct-accelerators/available-now-new-hip-sdk-helps-democratize-gpu-computing/ba-p/621029/jump-to/first-unread-message Vulkan: https://gpuopen.com/vulkan/ Ollama: https://ollama.com/blog/amd-preview AMD ROCm Developer Hub: https://www.amd.com/en/developer/resources/rocm-hub.html PyTorch: https://pytorch.org/get-started/locally/ PyTorch DirectML: https://learn.microsoft.com/en-us/windows/ai/directml/pytorch-windows ZLUDA: https://github.com/vosen/ZLUDA AMD Amuse: https://community.amd.com/t5/ai/introducing-amuse-2-0-beta-with-amd-xdna-super-resolution-a/b