generation speeds depends on model parameter size
generation speeds depends on model parameter size
Fbu for training hopefully i am gonna make 24 gb and 16 gb and 12 gb config
Vdoc what about GGUF Image Models ??
Vis it faster?
Vthere are so many GGUF models..which ones to download?
Vthere are so many models...flux schnell nf4...bitte nf4? ...salto nf4?? its progressing way too fast very hard to keep up..
Dwhat can you do on 16 gb?
Dabsolutely. for many even the preview pictures are trash. probably a result of civitai's "1 click trainer"
Dthe previews on the Flux loras however...if the previews aren't fake, they are really good
Dor better: what can't you do on 16 gb? low LoRA rank?
Nwhich flux version to download for 4090rtx?
�The highest quality one available Flux Dev I'd imagine
�along with the T5 FP16 text encoder for maximum power, the 4090 should handle it with ease
�I hope Nvidia hurries up and puts out a 48 VRAM consumer card for the 5000 series 
�or hopefully Dr. can figure out how the Chinese modded their cards and puts out a video tutorial 
Jif you want the best local then use Flux Dev. but not the fp8 version! plus the T5 FP16 text encoder as Alex said above. It takes a little while until everything is in memory and you can generate images, but after that it is actually quite fast, but if you change something at the prompt it takes a little longer again for the first time. I run it this way with WebUI Forge and SwarmUi. We just need more VRAM 
JReddit
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JDoubt it's going to have 48gb vram, more like 32gb if they increase it.
Vi found the solution myself @Dr. Furkan Gözükara
VWhat's the fastest way to swap between loras for use in Flux dev generations? Like Pieter Levels's photoai or danny postmaa with headshotpro, how are they swapping between the loras for all their thousands of users on the fly? I've read in the past that Pieter at least uses replicate. Are they spinning up an instance, loading something like a comfyui environment, and downloading the lora to the server every single time? There's gotta be a faster/more efficient way
Fawesome
Fwell you have to load lora to model weights and then there is unload method on diffusers. i use it on instantid latest version
Fyou can see at source code
Fthey probably download loras and keep in ram for a while i dont think they have active thousands of users at a time
R@Dr. Furkan Gözükara will you be recording a tutorial for Flux kohya training?
Mhttps://www.letz.ai/blog/6_v2trainingguide
have you guys seen this, it train a image of a product to place the product in a image, i think it only can do this if the image used was generated by their model
have you guys seen this, it train a image of a product to place the product in a image, i think it only can do this if the image used was generated by their model
Mim trying to find out what do they use for this
M@Dr. Furkan Gözükara hey guys how can i train a model with product pictures in order to do inpainting on images with these products
i still dont understand how to do this, like placing a pop can in the hand of a model or something
i still dont understand how to do this, like placing a pop can in the hand of a model or something
M
Mor a brand t-shirt
�I haven't personally tested it before but I figure the logic would be something like using a dataset of a product with the backgrounds removed, so like on a plain background and also various angles of it, and no faces whatsoever in any of the images.
Mi see, any more details on it? ill reall ylike to have something like this
Mi mean how to mix the model and th eproduct together
Mis it lora so i can use 10 images of the product and assk it to generate something
SI didnt exprince it either , however, what about, give a try to, rare token word (xmycompanylogo) , and train 10 images just the logo, you want to see... after training to typo , "a woman wears a green shirt that xmycompanylogo is over it. " .. after train , you may want to extract the the training as a lora.
Fi am starting 8x A6000 GPU today for extensive testing
Fif you can have a big dataset with proper caption training is same
Fif single product image yes
Fstarted flux testing
JHello, was at vacation but back again now, do you have any training results for your Lora Training for Flux? And also how could i achive the same results with afterdetailer but for flux since it does not work in A1111
Fswarmui segment feature
FYouTubeSECourses
Do not skip any part of this tutorial to master how to use Stable Diffusion 3 (SD3) with the most advanced generative AI open source APP SwarmUI. Automatic1111 SD Web UI or Fooocus are not supporting the #SD3 yet. Therefore, I am starting to make tutorials for SwarmUI as well. #StableSwarmUI is officially developed by the StabilityAI and your m...
Fsearching flux atm
JAh okay thx
JWhat u mean with seachring flux atm?
Fsearching parameters
I@Dr. Furkan Gözükara Forge has a new tab that's called spaces, that install separately gradio extensions, maybe you can put any oneclick installer to promote you
NT5 FP16 separate download and dev version from darkwood download? I'm sorry I didn't follow sources much and I'm confused in them, there are many different models everywhere, I'll be especially grateful if you give me sources from where to download or tutor
Jgood info for Forge here: https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/1050
GitHub
The old Automatic1111’s user interface of VAE selection is not powerful enough for modern models . Forge make minor modifications so that the UI is as close as possible to A1111 but also meet the d...
Jthis is how it looks for me:
