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Finetune Stable Diffusion Models with DDPO via TRL

Read the full articleFinetune Stable Diffusion Models with DDPO via TRL on Hugging Face

What Happened

Finetune Stable Diffusion Models with DDPO via TRL

Our Take

Finishing Stable Diffusion models with DDPO via TRL is neat, but it's just an incremental tweak to the fine-tuning process. It's a clever way to manage exploration, I'll give it that. But don't get excited about the methodology; focus on the cost. Fine-tuning massive models like SDXL usually burns serious compute time. Make sure your TRL setup doesn't introduce unnecessary overhead on your VRAM.

What To Do

Benchmark the time and VRAM cost of DDPO fine-tuning versus standard Supervised Fine-Tuning.

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