Software Engineering Courses (SECourses)•3y ago

Can someone please point me: I trained kohya SDXL on my photos using the commands and parameters fro

Can someone please point me: I trained kohya SDXL on my photos using the commands and parameters from this post https://www.patreon.com/posts/89213064. Now I want to run the inference from the console, I don't want to use the GUI. I use Ubuntu machine. How can I do this?

mikemenders•10/23/23, 6:47 PM

@Dr. Furkan Gözükara check this app, LCM_Dreamshaper on CPU only with OpenVINO too! generate a 512x512 images ~ 6 seconds on CPU!
https://github.com/rupeshs/fastsdcpu

GitHub

GitHub - rupeshs/fastsdcpu: Fast stable diffusion on CPU

Fast stable diffusion on CPU. Contribute to rupeshs/fastsdcpu development by creating an account on GitHub.

mikemenders•10/23/23, 6:49 PM

and more info here:
https://www.reddit.com/r/StableDiffusion/comments/17cgw6b/fast_stable_diffusion_on_cpu_100_beta_for_windows/?sort=new

From the StableDiffusion community on Reddit: Fast stable diffusion...

Explore this post and more from the StableDiffusion community

stillmotion•10/23/23, 7:20 PM

@Dr. Furkan Gözükara where can I learn about training with captions? Primarily, trying to figure out if I need a caption file for each image or a single caption file with a special formatting to associate with each image?

stillmotion•10/23/23, 7:28 PM

ah, just looked at the source and it appears to be a single caption file for each image

Iiamannakogan Can someone please point me: I trained kohya SDXL on my photos using the command...

Furkan Gözükara SECourses•10/23/23, 8:41 PM

for console running you need diffusers

Furkan Gözükara SECourses•10/23/23, 8:41 PM

example code in this video : https://youtu.be/kIyqAdd_i10

YouTubeSECourses

Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone...

Our Discord : https://discord.gg/HbqgGaZVmr. This is the video where you will learn how to use Google Colab for Stable Diffusion. If I have been of assistance to you and you would like to show your support for my work, please consider becoming a patron on

https://www.patreon.com/SECourses

Playlist of Stable Diffusion Tutorials, #Automatic1111...

Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone...

Mmikemenders @Dr. Furkan Gözükara check this app, LCM_Dreamshaper on CPU only with OpenVINO t...

Furkan Gözükara SECourses•10/23/23, 8:42 PM

pretty slow

Furkan Gözükara SECourses•10/23/23, 8:42 PM

it takes 1 sec with tensor RT

Furkan Gözükara SECourses•10/23/23, 8:42 PM

,but for those who dont have gpu can work

Sstillmotion @Dr. Furkan Gözükara where can I learn about training with captions? Primarily, ...

Furkan Gözükara SECourses•10/23/23, 8:42 PM

not that i know where. i read papers and did 100s trainings to understand :d

stillmotion•10/23/23, 8:44 PM

oh I see what you're saying

Furkan Gözükara SECourses•10/23/23, 8:44 PM

i mean how captions affect training

Furkan Gözükara SECourses•10/23/23, 8:44 PM

you asking that?

stillmotion•10/23/23, 8:44 PM

no just how to load them into kohya

stillmotion•10/23/23, 8:44 PM

got it now!

Furkan Gözükara SECourses•10/23/23, 8:44 PM

just .txt

Furkan Gözükara SECourses•10/23/23, 8:44 PM

and same file name

Furkan Gözükara SECourses•10/23/23, 8:44 PM

as image file name

Kallamamran•10/23/23, 8:46 PM

My img2img ControlNet is borked

Kallamamran•10/23/23, 8:46 PM

There is no image-area

Kallamamran•10/23/23, 8:47 PM

Ah. I had to check "Upload independent control image"

stillmotion•10/23/23, 8:47 PM

@Dr. Furkan Gözükara definitely check out LLaVa for image captioning. So much better than BLIP

Sstillmotion @Dr. Furkan Gözükara definitely check out LLaVa for image captioning. So much be...

Furkan Gözükara SECourses•10/23/23, 8:49 PM

i tested their online version

Furkan Gözükara SECourses•10/23/23, 8:49 PM

waiting them to release windows

Furkan Gözükara SECourses•10/23/23, 8:49 PM

not working on windows yet sadly

stillmotion•10/23/23, 8:49 PM

ah no good

Furkan Gözükara SECourses•10/23/23, 8:49 PM

it has checkbox

KKallamamran My img2img ControlNet is borked 😦

Furkan Gözükara SECourses•10/23/23, 8:49 PM

you see there is checkbox

stillmotion•10/23/23, 8:50 PM

These guys used LLaVa to caption an entire dataset https://pixart-alpha.github.io/

PIXART-α:Fast Training of Diffusion Transformer for Photorealistic ...

Sstillmotion These guys used LLaVa to caption an entire dataset https://pixart-alpha.github.i...

Furkan Gözükara SECourses•10/23/23, 8:51 PM

ye it is a good idea

Furkan Gözükara SECourses•10/23/23, 8:51 PM

leave a reply here

Furkan Gözükara SECourses•10/23/23, 8:51 PM

https://github.com/haotian-liu/LLaVA/issues/521

GitHub

Can you add venv installer? · Issue #521 · haotian-liu/LLaVA

Describe the issue Conda failing on Windows I have miniconda and anaconda as well (base) PS C:\Users\King> cd "G:\LLaVA" (base) PS G:\LLaVA> conda create -n llava python=3.10 -y Ret...

Furkan Gözükara SECourses•10/23/23, 9:38 PM

rtx 4090 speed : https://twitter.com/GozukaraFurkan/status/1716569763940372822

Kallamamran•10/23/23, 9:42 PM

Seen FreeU? https://github.com/ChenyangSi/FreeU

GitHub

GitHub - ChenyangSi/FreeU: FreeU: Free Lunch in Diffusion U-Net

FreeU: Free Lunch in Diffusion U-Net. Contribute to ChenyangSi/FreeU development by creating an account on GitHub.

KKallamamran Seen FreeU? https://github.com/ChenyangSi/FreeU

Furkan Gözükara SECourses•10/23/23, 9:44 PM

yes only difference is their prompting

Furkan Gözükara SECourses•10/23/23, 9:44 PM

ah this is not that

Furkan Gözükara SECourses•10/23/23, 9:44 PM

ye i tested it

Furkan Gözükara SECourses•10/23/23, 9:45 PM

never gotten better results

Kallamamran•10/23/23, 9:45 PM

Ok. Looked good

Furkan Gözükara SECourses•10/23/23, 9:45 PM

i tested extension

Kallamamran•10/23/23, 9:45 PM

Didin't find one for A1111

Kallamamran•10/23/23, 9:45 PM

Only Comfy

KKallamamran Didin't find one for A1111

Furkan Gözükara SECourses•10/23/23, 9:54 PM

there is

Furkan Gözükara SECourses•10/23/23, 9:55 PM

https://github.com/ljleb/sd-webui-freeu

GitHub

GitHub - ljleb/sd-webui-freeu: a1111 implementation of https://gith...

a1111 implementation of https://github.com/ChenyangSi/FreeU - GitHub - ljleb/sd-webui-freeu: a1111 implementation of https://github.com/ChenyangSi/FreeU

Kallamamran•10/23/23, 9:55 PM

Well I take your word for it that it is not worth the time

Furkan Gözükara SECourses•10/23/23, 9:57 PM

well at least it was for me

Furkan Gözükara SECourses•10/23/23, 9:57 PM

give it a try

iamannakoganOP•10/23/23, 9:58 PM

How long should a training take on a machine with A10 GPU? 24Gb parameters config with 14 photos -> 4480 iterations says it'll take 2.5 hours - do you think it's OK or too slow?

Iiamannakogan How long should a training take on a machine with A10 GPU? 24Gb parameters confi...

Furkan Gözükara SECourses•10/23/23, 10:16 PM

it makes 4480 / 150

Furkan Gözükara SECourses•10/23/23, 10:16 PM

so around 2 second / it

Can someone please point me: I trained kohya SDXL on my photos using the commands and parameters fro

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