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adamelliotfields

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diffusion

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Running on Zero

After dogfooding this for a while:

• I love the speed (loading and inference) of SD 1.5 still; combined with good prompts, TI embeddings, and super resolution it's not trash
• IP-Adapter and ControlNet isn't great on SD 1.5, more proof of concept, good for experimentation (I never use it)
• Image-to-image is great for style transfer
• Fast negative TI embeddings are convenient
• I use the same styles and settings with the same models; should just create simple presets
• Batch mode is useful but shouldn't use sequential seeds
• I either use seed 42 or random
• I don't use LoRAs because I'd rather just pay 4 cents to use a commercial model that looks better
• I always use PNG format
• I always use Karras sigmas
• I never use custom dimensions
• I never use clip skip, freeU, or taesd; DeepCache was for localhost only
• I don't like the random prompts from Stable Studio; I just use "cat" with a style
• I'd like to have SD 1.5 and XL models in one app
• I need a dedicated upscale app with different SR models (TBD)

To that end:

• Remove settings, image-to-image, and controlnet tabs; remove LoRA dropdowns and all the other unused settings
• Remove negative prompt; styles will have negatives and fast negative embedding
• Model selection replaced with "Quality" selection: SD 1.5 (good) or XL (best)
• Inference steps replaced with "Speed" selection: fast (30), balanced (40), slow(50)
• Style dropdown now pairs model, scheduler, CFG
• Single "reproduceable" checkbox to use seed 42; otherwise random
• Keep gallery, batching is incremental if reproduceable
• Replace dice button (random prompt) with a cat button that picks a random style with the prompt "cat"
• Will create focused image-to-image and upscaling apps

Edit: leaning towards keeping this and XL as-is; new simple app will just be named "sd".