There are 5 methods for teaching specific concepts, objects of styles to your Stable Diffusion: Textual Inversion, Dreambooth, Hypernetworks, LoRA and Aesthetic Gradients. The question is: which one should you use?
In this video we review 3 key research papers, look at the underlying mathematical mechanics behind each method, analyze data from civitai to arrive at an informed and final conclusion.
Discord: / discord
Live Stream in 8 hours: • 😕LoRA vs Dreambooth vs...
======= Links =======
Spreadsheet: docs.google.co...
LoRA paper: arxiv.org/abs/...
Dreambooth Paper: arxiv.org/abs/...
Textual Inversion Paper: arxiv.org/abs/...
Dreaming Tulpa: / dreamingtulpa
Driving a machine insane with Dreambooth: • I drove a Machine Insane
Good Tutorials:
Dreambooth tutorial by OlivioSarikas: • DreamBooth for Automat...
Hypernetworks tutorial by Aitrepreneur: • HYPERNETWORK: Train St...
Textual Inversion tutorial by Aitrepreneur: • ULTIMATE FREE TEXTUAL ...
Textual Inversion Paper Walkthough by me: • Textual Inversion with...
LoRA tutorial by me: • 7GB RAM Dreambooth wit...
LoRA tutorial by Nerdy Rodent: • LORA for Stable Diffus...
Aesthetic Embedings tutorial: • How to use Aesthetic G...
======= Music =======
From RU-vid Audio Library:
Escapism Yung Logos
Music from freetousemusic...
‘Late Morning’ by ‘LuKremBo’: • (no copyright music) c...
‘Marshmallow’ by ‘LuKremBo’: • lukrembo - marshmallow...
‘Rose’ by ‘LuKremBo’: • lukrembo - rose (royal...
‘Snow’ by LuKremBo: • lukrembo - snow (royal...
‘Sunset’ by ‘LuKremBo’: • (no copyright music) j...
‘Travel’ by ‘LuKremBo’: • lukrembo - travel (roy...
‘Branch’ by ‘LuKremBo’: • (no copyright music) c...
#stablediffusion #aiart #ai #machinelearning #dreambooth #textual-inversion #hypernetworks #lora #aesthetic-gradients #tutorials #resarch #aesthetic-embeddings
29 сен 2024
