Back to Pulse
Hugging Face
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.
Cited By
React
Newsletter
Get the weekly AI digest
The stories that matter, with a builder's perspective. Every Thursday.
Loading comments...