Accelerate your models with 🤗 Optimum Intel and OpenVINO

here's the thing: if you're still running pure PyTorch setups and ignoring hardware acceleration, you're just throwing money away. optimum intel and openvino aren't some revolutionary new framework; they're smart ways to squeeze maximum performance out of existing Intel hardware.

it's about avoiding the perpetual headache of managing complex CUDA dependencies. this stuff lets us ditch the dependency hell and run inference much faster on CPUs and integrated GPUs without needing bleeding-edge NVIDIA stacks.

we're using it because the alternative is dealing with kernel scheduling nightmares that eat up development time. it's a necessary pragmatism, not a shiny new toy.