在 Intel CPU 上微調 Stable Diffusion 模型
Original: Fine-tuning Stable Diffusion models on Intel CPUs
In the era of booming generative AI, fine-tuning large image generation models like Stable Diffusion has generally been considered the…
Hugging Face 介紹了如何在 Intel CPU 上微調 Stable Diffusion。透過 Intel Extension for PyTorch (IPEX) 與 Optimum Intel 庫，開發者可利用第四代 Xeon 處理器的 AMX 技術進行 BF16 混合精度訓練。這為缺乏 GPU 資源或想利用現有 CPU 伺服器的團隊，提供了一個高性價比的微調方案。
In the era of booming generative AI, fine-tuning large image generation models like Stable Diffusion has generally been considered the exclusive domain of GPUs. However, as GPU resources become scarcer and more expensive, finding alternative hardware solutions has become critically important. This technical guide published by Hugging Face details how to use Intel CPUs for efficient Stable Diffusion fine-tuning.
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