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Furkan Gözükara
Furkan Gözükara

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SDXL DreamBooth vs LoRA — Comparison

It is commonly asked to me that is Stable Diffusion XL (SDXL) DreamBooth better than SDXL LoRA?

Here same prompt comparisons. Not cherry picked. Look prompts and see how well each one following

1st DreamBooth vs 2nd LoRA

3rd DreamBooth vs 3th LoRA

Raw output, ADetailer not used, 1024x1024, 20 steps, DPM++ 2M SDE Karras

Same training dataset

DreamBooth : 24 GB settings, uses around 17 GB

LoRA : 12 GB settings - 32 Rank, uses less than 12 GB

Hopefully full DreamBooth tutorial coming soon to the SECourses YouTube channel.

https://www.youtube.com/SECourses

Experiments (66 full fine tuning), workflow and config files already shared on Patreon.

https://www.patreon.com/posts/very-best-for-of-89213064

Also I am about to publish amazing prompting list for self trained models. Stay tuned and subscribed.

1st Prompt

ohwx man (masterpiece:1.5), (close-up shot:1.8), (extremely intricate:1.2), 8k, highly detailed, A delicate pencil sketch of a ohwx man with flowing hair cascading down his shoulders. The sketch captures the man's serene expression,

no negatives

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2nd Prompt

portrait photo of (ohwx man:1.1) wearing an expensive Brown suit, white background, fit

(blue eyes, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), fat, text, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck

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Conclusions: DreamBooth quality is much more superior in terms of realism and also generalization thus styling.

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