Software Engineering Courses (SECourses)•2y ago

What would you recommend in a case like this? Fewer repeats? Fewer epochs? Setting a max number of s

What would you recommend in a case like this? Fewer repeats? Fewer epochs? Setting a max number of steps?

DDJRich What would you recommend in a case like this? Fewer repeats? Fewer epochs? Setti...

Furkan Gözükara SECourses•12/31/23, 2:31 PM

what are you training

Furkan Gözükara SECourses•12/31/23, 2:31 PM

a person?

DJRichOP•12/31/23, 2:31 PM

yes

Furkan Gözükara SECourses•12/31/23, 2:32 PM

i would discard similar images. if still very variety of images then try 100 repeat and save every n step

Furkan Gözükara SECourses•12/31/23, 2:32 PM

like every 1801 steps

Furkan Gözükara SECourses•12/31/23, 2:32 PM

actually make it half

Furkan Gözükara SECourses•12/31/23, 2:32 PM

50 repeat

Furkan Gözükara SECourses•12/31/23, 2:32 PM

901 steps

Furkan Gözükara SECourses•12/31/23, 2:33 PM

since our reg images count 5200

FFurkan Gözükara SECourses i would discard similar images. if still very variety of images then try 100 rep...

DJRichOP•12/31/23, 2:33 PM

100 repeats will create even more steps though. I'm currently only using 20

Furkan Gözükara SECourses•12/31/23, 2:33 PM

20 * 90 * 2

Furkan Gözükara SECourses•12/31/23, 2:33 PM

it is 3600 steps

Furkan Gözükara SECourses•12/31/23, 2:33 PM

make epoch 1

Furkan Gözükara SECourses•12/31/23, 2:33 PM

1 epoch 50 repeat

FFurkan Gözükara SECourses 20 * 90 * 2

DJRichOP•12/31/23, 2:34 PM

Ok I'm a bit lost now

DJRichOP•12/31/23, 2:34 PM

20 steps, 90 images, x2 because of regularization.

DJRichOP•12/31/23, 2:34 PM

I get that part

FFurkan Gözükara SECourses resizer will resize

Kallamamran•12/31/23, 2:34 PM

I don't have a resizer

FFurkan Gözükara SECourses 1 epoch 50 repeat

DJRichOP•12/31/23, 2:35 PM

Perhaps you can show me via a screenshot what this would look like in Kohya?

KKallamamran I don't have a resizer

Furkan Gözükara SECourses•12/31/23, 2:58 PM

download it from this post

Furkan Gözükara SECourses•12/31/23, 2:58 PM

https://www.patreon.com/posts/sota-subject-and-88391247

DDJRich Perhaps you can show me via a screenshot what this would look like in Kohya?

Furkan Gözükara SECourses•12/31/23, 2:58 PM

you set 1 epoch in gui

Furkan Gözükara SECourses•12/31/23, 2:58 PM

and 50 repeat name in folder

Furkan Gözükara SECourses•12/31/23, 2:59 PM

Kaggle SDXL training works. after cache it will give vram error. just click training again

FFurkan Gözükara SECourses and 50 repeat name in folder

DJRichOP•12/31/23, 3:00 PM

And set the save every # of steps on the parameters tab?

FFurkan Gözükara SECourses Kaggle SDXL training works. after cache it will give vram error. just click trai...

DJRichOP•12/31/23, 3:02 PM

Not sure if that was for me, but I'm doing local training. I stopped using Kaggle.

DDJRich And set the save every # of steps on the parameters tab?

Furkan Gözükara SECourses•12/31/23, 3:15 PM

yes

DDJRich Not sure if that was for me, but I'm doing local training. I stopped using Kaggl...

Furkan Gözükara SECourses•12/31/23, 3:15 PM

that was for kaggle users

Furkan Gözükara SECourses•12/31/23, 3:17 PM

i am testing 2100 and 4200 steps on kaggle

Furkan Gözükara SECourses•12/31/23, 3:17 PM

since batch size is 2 by default

FFurkan Gözükara SECourses yes

DJRichOP•12/31/23, 3:19 PM

Doing another test now. Keeping the 90 images and following your advice 4590 latents to cache. It's going to take 30 minutes just to do that part and likely another 4 hours to do the training since it is showing to be around 9000 steps

Mmikemenders Can you share your training script?

FiveSAI•12/31/23, 4:02 PM

I finetuned my own base model with 10000 images, i train on that. Dreambooth, same config from his patreon. Except i use blip captions, 40 repeats, and noise ofset

FiveSAI•12/31/23, 4:04 PM

But you can get similar results training on cyberrealistic

mikemenders•12/31/23, 4:58 PM

10000 images with captions... Nice! A huge job.

FiveSAI•12/31/23, 5:12 PM

Yep i trained my own base model, I probably will release it soon when its done, there are still some tweaking needed. I still have another 5-6k images left to train. I captioned those images with llava.

then i train my own models, celebs etc on it. Comes out quite nice

DJRichOP•12/31/23, 5:54 PM

Has anyone seen this before? I have a laptop with a 4090 and 16GB of VRAM. Out of the blue I am starting to get out of memory errors during a hires fix in A1111 where the upscale is only 1300x1700 approximately. The same images worked a couple of days ago without issue. Not running any updated versions of any software and even switched from sdp to xformers because that seemed to help upscale some images that were failing. According to Windows 11 my GPU is using 8.4GB of VRAM just starting A1111. I've tried disabling all extensions and no change. Without A1111 running VRAM is 0.3/16GB.

FFiveSAI Yep i trained my own base model, I probably will release it soon when its done, ...

Lorelai AI•12/31/23, 6:07 PM

do you have any good resources on llava I have been looking at decent captioning. Blip I find not that great nor is git tremendously accurate

DDJRich Has anyone seen this before? I have a laptop with a 4090 and 16GB of VRAM. Out o...

Furkan Gözükara SECourses•12/31/23, 6:10 PM

interesting

LLorelai AI do you have any good resources on llava I have been looking at decent captioning...

Furkan Gözükara SECourses•12/31/23, 6:10 PM

i have auto llava installer

Furkan Gözükara SECourses•12/31/23, 6:10 PM

batch caption as well

Furkan Gözükara SECourses•12/31/23, 6:10 PM

https://www.patreon.com/posts/sota-very-best-90744385

Patreon

SOTA Image Captioning Scripts For Stable Diffusion: LLaVA, BLIP-2, ...

Patreon is empowering a new generation of creators.
Support and engage with artists and creators as they live out their passions!

LLorelai AI do you have any good resources on llava I have been looking at decent captioning...

FiveSAI•12/31/23, 6:10 PM

I used the same one he posted on his Patreon for the auto installer. I had used a previous one before.

I only use llava for fine tuning base models.

I like blip for training people. With an instance prompt

FFurkan Gözükara SECourses i have auto llava installer

Lorelai AI•12/31/23, 6:10 PM

Awesome

FiveSAI•12/31/23, 6:11 PM

If you caption wrong you’ll get bad results

FFiveSAI I used the same one he posted on his Patreon for the auto installer. I had used ...

Lorelai AI•12/31/23, 6:11 PM

I don't understand blip entirely but I found that the higher the beams the worse it got

FiveSAI•12/31/23, 6:12 PM

I usually edit them. Yeah I stopped using higher beams, I just use 1 now. And I change the other setting from 0.9 to 0.7

FFurkan Gözükara SECourses interesting

DJRichOP•12/31/23, 6:12 PM

I just installed the A1111 package from StabilityMatrix with all of the same extensions and it only takes up 4GB of VRAM.

FiveSAI•12/31/23, 6:13 PM

Things I’ll usually caption is just my instance prompt, their hair style, and length, and background.

FFiveSAI Things I’ll usually caption is just my instance prompt, their hair style, and le...

Lorelai AI•12/31/23, 6:14 PM

I also caption anything I wouldn't want in the shot because I feel if the training is inclined to add it I could aways put it in the negative prompt

FiveSAI•12/31/23, 6:17 PM

Also I have started testing removing the backgrounds from my images, also decent results

What would you recommend in a case like this? Fewer repeats? Fewer epochs? Setting a max number of s

Similar Threads

Similar Threads

Similar Threads