Fine-tuning Stable Diffusion models on Intel CPUs

Fine-tuning Stable Diffusion on CPUs is slow, painfully slow, but it proves we can bypass the GPU gate. It's not production-grade speed, but it lets us experiment locally without burning $5000 on cloud GPUs just for a few iterations. It's a necessary stepping stone for smaller teams who can't afford the heavy GPU racks.