Software Engineering Courses (SECourses)•3y ago

use "runpodctl" to transfer big Data between your desktop and runpod https://github.com/runpod/runpo

use "runpodctl" to transfer big Data between your desktop and runpod https://github.com/runpod/runpodctl

GitHub

GitHub - runpod/runpodctl: 🧰 | RunPod CLI for pod management

| RunPod CLI for pod management. Contribute to runpod/runpodctl development by creating an account on GitHub.

GitHub - runpod/runpodctl: 🧰 | RunPod CLI for pod management

thesilvermoth•10/9/23, 2:13 PM

I tested 4090 with Kohya on Windows 11 and it was 1.89 it. On Windows 10 it is 1.06 it. Seems like there is a huge driver issue with W11

FFurkan Gözükara SECourses i think sd 1.5 dreambooth also should work but need good hyper parameter testing...

Metaphysix•10/9/23, 2:13 PM

I'm speaking about kohyaSS 1.5 dreambooth training. Can I train SD1.5 with TE?

KKnechtruprecht use "runpodctl" to transfer big Data between your desktop and runpod https://git...

Furkan Gözükara SECourses•10/9/23, 2:14 PM

uploading hugging face is even faster

Tthesilvermoth I tested 4090 with Kohya on Windows 11 and it was 1.89 it. On Windows 10 it is 1...

Furkan Gözükara SECourses•10/9/23, 2:14 PM

100%

Furkan Gözükara SECourses•10/9/23, 2:14 PM

it works too slow on windows

Furkan Gözükara SECourses•10/9/23, 2:15 PM

driver issue

MMetaphysix I'm speaking about kohyaSS 1.5 dreambooth training. Can I train SD1.5 with TE?

Furkan Gözükara SECourses•10/9/23, 2:15 PM

yes we found you can

Furkan Gözükara SECourses•10/9/23, 2:15 PM

but it is inferior

thesilvermoth•10/9/23, 2:15 PM

But I'm using it on Windows 10 and it works really fast. Seems like Windows 11 is the problem

Tthesilvermoth But I'm using it on Windows 10 and it works really fast. Seems like Windows 11 i...

Furkan Gözükara SECourses•10/9/23, 2:18 PM

this is weird

Furkan Gözükara SECourses•10/9/23, 2:18 PM

so windows 11 is the culprit?

Furkan Gözükara SECourses•10/9/23, 2:18 PM

i am still using 10

FFurkan Gözükara SECourses so windows 11 is the culprit?

thesilvermoth•10/9/23, 2:20 PM

Yes, look. This is on Windows 10. I tested the same hardware with Windows 11 on a partition of the same SSD and I got 1.89s / it

thesilvermoth•10/9/23, 2:22 PM

And also tested Automatic 1111 on Windows 11 and the generation time was terrible

thesilvermoth•10/9/23, 2:22 PM

it's not worth updating the OS

Tthesilvermoth Yes, look. This is on Windows 10. I tested the same hardware with Windows 11 on ...

Furkan Gözükara SECourses•10/9/23, 2:23 PM

huge difference

Tthesilvermoth it's not worth updating the OS

Furkan Gözükara SECourses•10/9/23, 2:23 PM

that is why i am still on 10

Furkan Gözükara SECourses•10/9/23, 2:23 PM

it works super good

Sandstormleader•10/9/23, 2:45 PM

is there anything like runway gen2 inside of stable diffusion?

Sandstormleader•10/9/23, 2:45 PM

@Dr. Furkan Gözükara

LEGACIES•10/9/23, 3:20 PM

If i train my images 1024 x 1024 on dreambooth, will my model have better quality than generated with 512 x 512? Does that also mean that i will have to generate my images 1024 x 1024 with my model?

Sandstormleader•10/9/23, 3:21 PM

i had better luck with 768 but was probably my base model not being great for 1024

LEGACIES•10/9/23, 3:23 PM

Can i train 768 on a 12gb gpu?

LEGACIES•10/9/23, 3:24 PM

For now i am doing training with 512px

mtnmecca•10/9/23, 3:48 PM

rtx 3090 vs 4090 24gb? extra cuda cores worth the extra cost?

FFurkan Gözükara SECourses huge difference

mtnmecca•10/9/23, 4:12 PM

thanks for info. just upgraded to 11 and moving back now..

FFurkan Gözükara SECourses you need a specific version

kesenteboregi•10/9/23, 4:23 PM

stable diffusion or dreambooth ?

Stefanoid9343•10/9/23, 6:28 PM

@Dr. Furkan Gözükara By chance are you planning or you already have a tutorial of the importance and explanation of the image regularization data? how this works also with the caption description?

LLEGACIES Can i train 768 on a 12gb gpu?

Metaphysix•10/9/23, 6:43 PM

I'm not sure but I think you can. I'm able to train 512 on 8GB so 12GB should be just enough for 768 (gradient checkpoint ON). Also my experience is if I train (lora) in 768 I get good results on 768 images but worse results on 512 compared to a 512 training.

MMetaphysix I'm not sure but I think you can. I'm able to train 512 on 8GB so 12GB should be...

Stefanoid9343•10/9/23, 6:49 PM

I train on 1024 x 1024 with runpod

Zono50•10/9/23, 6:50 PM

roop keeps saying it can't detect my face, what's the easiest way to put a white padding box around my face?

Zono50•10/9/23, 6:59 PM

i've tried like 10 different pictures, and everytime "Face not detected"

Zono50•10/9/23, 6:59 PM

even when my face is like centered in the image

FFurkan Gözükara SECourses that is why i am still on 10

RETRO•10/9/23, 7:24 PM

hey there Dr. Furkan! its me again, i was looking for some guidance.

i was hoping to restore a couple of pictures from my parents days which are a bit low resolution with little detail in their faces and the pics , i was wondering if it'd be possible to maybe upscale them, bring more detail into the picture and print em out to frame them using SD in some way since every other ai based upscaler i tried just plain out gave terrible results.

Do you think you can suggest me a cheap platform where i can run stable diffusion and mess around to get this task done, if its even possible?

second, if its possible do you think you can point your hand at any workflow for me to get this done since i am pretty new to this stuff. it'd really mean a lot to me

mikemenders•10/9/23, 8:05 PM

Is it possible that the kohya does not multiply the captions but only the images? In Auto1111, when I look at the Lora's data sheet, it only uses them all once based on the number of tags, even though the weight of the tag counts, right?

SSandstormleader is there anything like runway gen2 inside of stable diffusion?

Furkan Gözükara SECourses•10/9/23, 8:35 PM

there are some text to video extension i think like animatediff

Furkan Gözükara SECourses•10/9/23, 8:36 PM

but i havent tested yet

Mmtnmecca rtx 3090 vs 4090 24gb? extra cuda cores worth the extra cost?

Furkan Gözükara SECourses•10/9/23, 8:36 PM

4090 much stronger but not working very good on windows. probably 3090 has the best train / price performance

SStefanoid9343 @Dr. Furkan Gözükara By chance are you planning or you already have a tutorial o...

Furkan Gözükara SECourses•10/9/23, 8:36 PM

yep

Furkan Gözükara SECourses•10/9/23, 8:36 PM

on my todo list hopefully

RRETRO hey there Dr. Furkan! its me again, i was looking for some guidance. i was hopi...

Furkan Gözükara SECourses•10/9/23, 8:37 PM

you can use free kaggle with our notebook

Furkan Gözükara SECourses•10/9/23, 8:37 PM

this is something i plan to investigate too photo restoration

Furkan Gözükara SECourses•10/9/23, 8:37 PM

but i didnt have much time yet

Mmikemenders Is it possible that the kohya does not multiply the captions but only the images...

Furkan Gözükara SECourses•10/9/23, 8:38 PM

i think kohya also can read special captions toml files but i never bothered to learn

Zono50•10/9/23, 9:06 PM

Stefanoid9343•10/9/23, 9:44 PM

there is any command line to upload local files to runpod server? I download my model and I want to upload it is 1.7 gb

SStefanoid9343 there is any command line to upload local files to runpod server? I download my ...

Furkan Gözükara SECourses•10/9/23, 10:22 PM

yes runpodctl

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

or upload to hugging face and use wget

FFurkan Gözükara SECourses i think kohya also can read special captions toml files but i never bothered to ...

mikemenders•10/9/23, 10:30 PM

You have misunderstood something. If a folder is named "2_ohwx man", it will only duplicate the images in it, not the txt files...

stillmotion•10/9/23, 10:37 PM

@Dr. Furkan Gözükara do you use no_half_vaeno_half_vae with the latest vae? I've noticed when it's enabled it forces the vae to be float32, which is causing my checkpoint saving to fail (it's expecting bf16)

use "runpodctl" to transfer big Data between your desktop and runpod https://github.com/runpod/runpo

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