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Some other information and links I have come across.... I recommend launching the SD Web UI (automatic1111) with the following argument for better performance: --xformers This site has a lot of tutorials about SD, from technical explanation to how to do different things: https://stable-diffusion-art.com/ I also have been having good success with textual inversion, hypernetworks, and LoRAs. These three are also much easier to make yourself on a budget, compared to checkpoints. For text inversion, check out theally's releases. https://civitai.com/models/3485/princess-style https://civitai.com/models/2289/psycho-style https://civitai.com/models/1998/autumn-style https://civitai.com/models/2032/empire-style I think my favorite hypernet right now for interesting results is Luisa's Magiclight. https://civitai.com/models/4077/luisap-magiclight As cool as LoRAs are, I don't have any favorites to recommend but I do suggest checking out rentry's training guide https://rentry.org/lora_train p.s. don't get pickled! Always use SAFETENSORS for security reasons.