Software Engineering Courses (SECourses)•2y ago

Is there a json on Patreon for 16GB VRAM local Dreambooth training?

FFurkan Gözükara SECourses whichever you like most

DJRichOP•12/29/23, 11:55 PM

Or should I just use the Lora preset in the DreamBooth tab?

DDJRich Is there a json on Patreon for 16GB VRAM local Dreambooth training?

Furkan Gözükara SECourses•12/29/23, 11:56 PM

yes

Furkan Gözükara SECourses•12/29/23, 11:56 PM

we have here

Furkan Gözükara SECourses•12/29/23, 11:56 PM

https://www.patreon.com/posts/very-best-for-of-89213064

Furkan Gözükara SECourses•12/29/23, 11:56 PM

16GB_TextEncoder.json

Furkan Gözükara SECourses•12/29/23, 11:57 PM

i did 100+ testing and i believe my findings much better than those presets

FFurkan Gözükara SECourses have you tested my auto installer?

Digital [Starburst]•12/30/23, 12:58 AM

Yes I used the autoinstaller. My GPU is a 4070 ti

FFurkan Gözükara SECourses i did 100+ testing and i believe my findings much better than those presets

DJRichOP•12/30/23, 1:04 AM

Thank you. I ended up using your settings from the Lora training video you made. The issue is that the video is five months old and I know how quickly the technology is advancing. I will try the DreamBooth preset and let you know how it goes.

DDigital [Starburst]Yes I used the autoinstaller. My GPU is a 4070 ti

Furkan Gözükara SECourses•12/30/23, 1:21 AM

how much vram it has?

DDJRich Thank you. I ended up using your settings from the Lora training video you made....

Furkan Gözükara SECourses•12/30/23, 1:21 AM

i did very extensive serach for dreambooth

Furkan Gözükara SECourses•12/30/23, 1:21 AM

lora was not that much extensive

Furkan Gözükara SECourses•12/30/23, 1:21 AM

also dreambooth far superior than lora i compared

FFurkan Gözükara SECourses i did 100+ testing and i believe my findings much better than those presets

DJRichOP•12/30/23, 1:23 AM

By the way, I think I figured out the issue. I was using too many regularization images. I am doing a dreambooth test now using your text encoder 16GB preset with no modifications. I'll post my results when it completes. Thanks again

FFurkan Gözükara SECourses also dreambooth far superior than lora i compared

Haashim•12/30/23, 2:26 AM

I need to test this. Will check out recent vids

FFurkan Gözükara SECourses hello. are you installing on activated venv?

banfi6885•12/30/23, 5:55 AM

Hello, I finally got it working. Also, have you trained a style on the "dreamshaper xl turbo" model? If yes, did you use colab or runpod with kohya? Thank you

Deleted User•12/30/23, 8:08 AM

Hi @Dr. Furkan Gözükara My DB test finished a short time ago and I am still seeing similar results. I ran x,y,z plot tests and while facial features were similar, some prominent characteristics such as the subject's long hair and blue eyes were not present. One example prompt I used had instagram selfie at the start of the prompt and even the last epoch's model turned the subject into a young, muscular man when the subject is in his 60's. I was able to see slightly better results by using (Instance prompt Class prompt:2), but I feel that shouldn't be necessary if I am training correctly.

I've included a screenshot of my dataset preparation page if it helps. I am also using the 16GB_TextEncoder.json provided with no changes at all other than modifying the output model name.

Deleted User•12/30/23, 10:06 AM

DDeleted User Click to see attachment

Deleted User•12/30/23, 10:08 AM

Please guide me i have 15 images repeat 150 + regularisation images batch size 2 total steps is 4500, on how much steps i need to save every n steps for best quality checkpoints

Deleted User•12/30/23, 10:28 AM

15 * 30 * 2 + 1=901 is this ok for checkpoints to save

DDeleted User Hi @Dr. Furkan Gözükara My DB test finished a short time ago and I am still see...

DJRichOP•12/30/23, 12:42 PM

I ran one more test overnight. The only thing I changed is that I pointed the regularization image folder to the one that has the 5200 images you compiled whereas before I was calculating the images needed for the number of repeats I was doing for the subject images and creating a folder with that total number. I'm not sure if that would make a difference, but it sure seems to. The likeness is much better now. The only challenge which I don't know the resolution for yet is that when putting additional names in the prompt such as the artist's style, it does cause issues with the likeness. I am not sure if perhaps doing more epochs is the answer or something else.

andysingal•12/30/23, 1:30 PM

My New Years Article, I hope everyone enjoys it: Shakespeare’s Digital Odyssey: Poesy in the Age of AI https://medium.com/ai-advances/shakespeares-digital-odyssey-poesy-in-the-age-of-ai-773e4bdb6054

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Bbanfi6885 Hello, I finally got it working. Also, have you trained a style on the "dreamsha...

Furkan Gözükara SECourses•12/30/23, 2:48 PM

i didnt

DDeleted User Hi @Dr. Furkan Gözükara My DB test finished a short time ago and I am still see...

Furkan Gözükara SECourses•12/30/23, 2:49 PM

how many epoch did you train with 20 repeat?

FFurkan Gözükara SECourses how many epoch did you train with 20 repeat?

DJRichOP•12/30/23, 2:50 PM

The preset fille you provided defaulted to 8 epochs. It ended up being roughly 9600 steps in total.

DDJRich The preset fille you provided defaulted to 8 epochs. It ended up being roughly 9...

Furkan Gözükara SECourses•12/30/23, 2:50 PM

i see

Furkan Gözükara SECourses•12/30/23, 2:50 PM

ye 9600 steps is big

Furkan Gözükara SECourses•12/30/23, 2:50 PM

it should have memorized already

DJRichOP•12/30/23, 2:53 PM

Would increasing the number of repeating from 20 to 25 improve the likeness without having to do this? (nckcv man:1.4), etc?

JMPA•12/30/23, 2:58 PM

Hi guys, I put my logo on controlnet on Inpaint section, but I select de paint part it should be put, but it doesn’t resize to that area only

JMPA•12/30/23, 2:58 PM

This is the area I mark

JMPA•12/30/23, 2:59 PM

And this is how the logo shows

JMPA•12/30/23, 2:59 PM

And this is the whole logo text… I don’t understand how to put it only on the marked area

AIGambino•12/30/23, 3:54 PM

Any idea why sometimes itll only export the same image over and over despite it being a png sequence I'm trying to render out?
All controlnets are selecting the batch tab with correct directory

AIGambino•12/30/23, 4:00 PM

first image rendered and 7th image rendered.. same image for some reason

Vlad•12/30/23, 5:06 PM

Hello @Dr. Furkan Gözükara can I please ask you 2 questions?
1. is it better to train a LORA on the base SD1.5 model instead of a realistic checkpoint? (for a realistic character)
2. can I train a LORA on SDXL if my training images are 768*768?

FFurkan Gözükara SECourses how much vram it has?

Digital [Starburst]•12/30/23, 5:08 PM

12 GB

Digital [Starburst]•12/30/23, 5:10 PM

I know you said for Dreambooth 16 GB is required, but I believe I read in the instructions that using Kohya I could get by with 12 GB (although clearly I'm pushing my luck). However, the install uses Automatic1111 and to use it I require TensorRT to run it. So I feel like a fish out of water right now.

Digital [Starburst]•12/30/23, 5:11 PM

It's running out of memory when it trys to build the engine. With each step I get the Out of Memory error and finally it crashes altogether and says Error in big red letters in the UI.

Digital [Starburst]•12/30/23, 5:12 PM

I tried building the 512 to 768 dynamic engine alone which also failed. I wanted to build the Default engine.

Digital [Starburst]•12/30/23, 5:13 PM

My CUDA and CUDNN version is 11.8. When I swapped that out for 12.3 it wouldn't work at all, so clearly that is wrong.

Digital [Starburst]•12/30/23, 5:15 PM

I'm also in the process of taking this course: https://www.udemy.com/course/master-ai-image-generation-using-stable-diffusion/ which teaches you to use SD completely from code with no UI. He claims that doing so gives you more control over certain aspects of image generation. Truthfully I think learning both aspects of SD are important. The use of UIs and the use of code because learning to code it teaches you more about how it works.

JMPA•12/30/23, 6:51 PM

Is anyone here?

JJMPA Hi guys, I put my logo on controlnet on Inpaint section, but I select de paint p...

JMPA•12/30/23, 6:51 PM

May someone answer this?

AIGambino•12/30/23, 8:09 PM

https://jsonformatter.org/4eec43 does anyone know why im getting these errors?

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Kallamamran•12/30/23, 10:44 PM

@Dr. Furkan Gözükara I have 1962 reg-images i need to filter out which ones I can scale to 1024x1024. Used SOTA on the original images and these are the images it picked out from the main folder, but the images are not cropped/rescaled to 1024 :/

Kallamamran•12/30/23, 10:44 PM

Don't want to go Birme on 1.962 images

Kallamamran•12/30/23, 10:44 PM

I don't know what SOTA did because it's not all square images in the folder

Kallamamran•12/30/23, 10:45 PM

VVlad Hello @Dr. Furkan Gözükara can I please ask you 2 questions? 1. is it better to ...

Xylber•12/31/23, 12:51 AM

I'm not the doc, but I can answer the 1st one: In my experience it is better to train in the base model, and then generate images in the model you want. It not only seems to give slightly better results, but also let you change the model to generate more images without causing ugly results. But I'm sure it depends on the checkpoint you use. For example, traning in RealisticVision and then generating with AmiReal gave me worst results than training in the base model and then generating with AmiReal. My experience, of course, test yourself.

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🕯Fox Plaid🕯•12/31/23, 1:02 AM

hello im getting this issue when trying to make a sdxl lora with my pc using the rtx 3070ti. what is this error? and what does it mean i have to solve? i followed this torturial but i cant see what im doing wrong i have followed the guide step by step.. https://youtu.be/AY6DMBCIZ3A

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YouTubeSECourses

First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Trai...

Updated for SDXL 1.0. How to install #Kohya SS GUI trainer and do #LoRA training with Stable Diffusion XL (#SDXL) this is the video you are looking for. I have shown how to install Kohya from scratch. The best parameters to do LoRA training with SDXL. How to use Kohya SDXL LoRAs with ComfyUI. How to do checkpoint comparison with SDXL LoRAs and m...

Is there a json on Patreon for 16GB VRAM local Dreambooth training?

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