Software Engineering Courses (SECourses)•13mo ago

it depends your aims

FFurkan Gözükara SECourses it depends your aims

D4UNTLESS•12/19/24, 4:27 PM

Thanks for the reply earlier. I previously trained a flux lora following your tutorial and used one of your configs with 100 training images and 31 epochs. It achieved (to some extent) what I was looking for (a slightly different face but same body) but only missed the mark at body consistency. So, this time I'm looking to get something better by finetuning instead of lora. I want a slight variation in face but 90-100% body consistency. As said before, I'm using 410 images. So will I achieve my targets with 50 epochs? Thanks!

FFurkan Gözükara SECourses yes

Hiramos_•12/19/24, 6:30 PM

Thank you!

DD4UNTLESS Thanks for the reply earlier. I previously trained a flux lora following your tu...

Furkan Gözükara SECoursesOP•12/19/24, 9:11 PM

yes should be sufficient

Furkan Gözükara SECoursesOP•12/19/24, 9:11 PM

410 images really a lot

FFurkan Gözükara SECourses yes should be sufficient

D4UNTLESS•12/19/24, 9:18 PM

Thanks! One final question. My images are in different resolutions and cannot be cropped. You can see some of the resolutions in the image. Can I train on these resolutions or just 1024x1024?

DD4UNTLESS Thanks! One final question. My images are in different resolutions and cannot be...

Furkan Gözükara SECoursesOP•12/19/24, 9:43 PM

this is not much recommended

Furkan Gözükara SECoursesOP•12/19/24, 9:43 PM

flux works best with 1 mega pixel

Furkan Gözükara SECoursesOP•12/19/24, 9:43 PM

if i were you

Furkan Gözükara SECoursesOP•12/19/24, 9:43 PM

i would compare bucketing enabled vs

Furkan Gözükara SECoursesOP•12/19/24, 9:43 PM

cropping all into 1024x1024 training

Jassim•12/19/24, 9:54 PM

im following step by step when trying to finetune sdxl on kohya ss and keep getting meta lat json error

JJassim im following step by step when trying to finetune sdxl on kohya ss and keep gett...

Furkan Gözükara SECoursesOP•12/19/24, 9:54 PM

hi i think you should use flux 1 branch

Furkan Gözükara SECoursesOP•12/19/24, 9:54 PM

he didnt update main branch for a while now

Furkan Gözükara SECoursesOP•12/19/24, 9:54 PM

flux 1 branch was working when i last time tested

Jassim•12/19/24, 9:56 PM

sd3-flux.1?

Jassim•12/19/24, 9:57 PM

Opera_Snapshot_2024-12-20_015714_github.com.png

JJassim sd3-flux.1?

Furkan Gözükara SECoursesOP•12/19/24, 10:15 PM

sd3-flux.1

Furkan Gözükara SECoursesOP•12/19/24, 10:15 PM

you can use my fine tuning flux installer

Renzo•12/19/24, 11:02 PM

@Furkan Gözükara SECourses , have you fine-tuned (Dreambooth) the FP8 or GGUF model? If so, how were the results?

RRenzo <@205854764540362752> , have you fine-tuned (Dreambooth) the FP8 or GGUF model? ...

Furkan Gözükara SECoursesOP•12/19/24, 11:11 PM

not possible for flux

Furkan Gözükara SECoursesOP•12/19/24, 11:11 PM

only fp16 can be trained

FFurkan Gözükara SECourses cropping all into 1024x1024 training

D4UNTLESS•12/19/24, 11:21 PM

As most of my training images are below 1024x1024, can I do padding to bring all of them to 1024x1024?

DD4UNTLESS Thanks! One final question. My images are in different resolutions and cannot be...

Timson•12/20/24, 7:50 AM

training on different resolutions in the dataset seems to be working fine for me

DD4UNTLESS As most of my training images are below 1024x1024, can I do padding to bring all...

Furkan Gözükara SECoursesOP•12/20/24, 10:51 AM

it may work yes

TTimson training on different resolutions in the dataset seems to be working fine for me

Furkan Gözükara SECoursesOP•12/20/24, 10:51 AM

yes i also say compare both method and see working good or not

ArtChicken•12/20/24, 11:16 AM

I'm retraining some human models that I trained between May and June on onetrainer (with the presets available at that time), and I have to say that in terms of similarity, the new trainings (based on SDXL and some realistic PDXL models that gave me great results) can't even come close to the ones I got a few months ago. So I asked myself: has the workflow on onetrainer changed a lot in the last months? Are there any special or different precautions to take into account when using the updated presets? I'm using fast tier v4... and I almost felt like trying to use fast tier v2 again to see if I can get the excellent models of the past months again...

TTimson training on different resolutions in the dataset seems to be working fine for me

D4UNTLESS•12/20/24, 11:57 AM

Thanks, Timson! I'll give it a go then (without padding)

AArtChicken I'm retraining some human models that I trained between May and June on onetrain...

Furkan Gözükara SECoursesOP•12/20/24, 12:43 PM

they made so many updates

Furkan Gözükara SECoursesOP•12/20/24, 12:43 PM

maybe broken

FFurkan Gözükara SECourses they made so many updates

ArtChicken•12/20/24, 2:06 PM

Can you suggest me what is the best guide currently on Patreon for doing SDXL/PDXL training (primarily... and maybe also LORA Flux)?

AArtChicken Can you suggest me what is the best guide currently on Patreon for doing SDXL/PD...

Furkan Gözükara SECoursesOP•12/20/24, 2:50 PM

lora flux : https://youtu.be/nySGu12Y05k

YouTubeSECourses

FLUX LoRA Training Simplified: From Zero to Hero with Kohya SS GUI ...

Ultimate Kohya GUI FLUX LoRA training tutorial. This tutorial is product of non-stop 9 days research and training. I have trained over 73 FLUX LoRA models and analyzed all to prepare this tutorial video. The research still going on and hopefully the results will be significantly improved and latest configs and findings will be shared. Please wat...

Furkan Gözükara SECoursesOP•12/20/24, 2:50 PM

Full Instructions and Links Written Post (the one used in the tutorial)

https://www.patreon.com/posts/click-to-open-post-used-in-tutorial-110879657

Furkan Gözükara SECoursesOP•12/20/24, 2:51 PM

sdxl : https://youtu.be/0t5l6CP9eBg

YouTubeSECourses

Full Stable Diffusion SD & XL Fine Tuning Tutorial With OneTrainer ...

In this tutorial, I am going to show you how to install OneTrainer from scratch on your computer and do a Stable Diffusion SDXL (Full Fine-Tuning 10.3 GB VRAM) and SD 1.5 (Full Fine-Tuning 7GB VRAM) based models training on your computer and also do the same training on a very cheap cloud machine from MassedCompute if you don't have such compute...

Furkan Gözükara SECoursesOP•12/20/24, 2:51 PM

SDXL Configs Updated to Better Version After 20 New Experiment

https://www.patreon.com/posts/96028218

FFurkan Gözükara SECourses sdxl : https://youtu.be/0t5l6CP9eBg

ArtChicken•12/20/24, 3:14 PM

and if I want to make comparison with dreambooth finetuning (SDXL), where is the best tutorial on Patreon?

AArtChicken and if I want to make comparison with dreambooth finetuning (SDXL), where is the...

Furkan Gözükara SECoursesOP•12/20/24, 3:22 PM

can you eloborate more

FFurkan Gözükara SECourses can you eloborate more

ArtChicken•12/20/24, 3:39 PM

I would like to train a SDXL model of the same person, with same training images and same base model on Onetrainer (which gave me bad results lately) and Kohya/Dreambooth... and then compare them...

ArtChicken•12/20/24, 3:40 PM

So I was looking for the best presets for both training softwares...

QM•12/20/24, 4:18 PM

@Furkan Gözükara SECourses I have tried now 6 different times Finetuning with two people in the photos, but it is not getting both of the subjects 100% - i evaluated from Epoch 140 - 280 -
from 15 - 30 images

QM•12/20/24, 4:19 PM

Doing it on 1 person - works like a magic

QM•12/20/24, 4:19 PM

i left all other settings same as you have in your configuration file

QQM i left all other settings same as you have in your configuration file

ArtChicken•12/20/24, 4:22 PM

what software are you using? and what type of training (SDXL, Flux)?

QM•12/20/24, 4:23 PM

Flux - Finetuning with Kohya based on @Furkan Gözükara SECourses video guide -

AArtChicken what software are you using? and what type of training (SDXL, Flux)?

QM•12/20/24, 4:23 PM

have you had any success for 2 or more people?

QQM have you had any success for 2 or more people?

ArtChicken•12/20/24, 4:36 PM

never tried such thing... I think it's very hard to achieve something good... unless you try with some bomb-proof captions

QM•12/20/24, 4:36 PM

what wood make the captions bomb proof

QM•12/20/24, 4:37 PM

I tried using ohwx man, bbuk woman, i also made long identifiers for the subjects,
It gets the the subjects about 80-90% but when you look at the images generated you know something is off

ArtChicken•12/20/24, 5:07 PM

well... if it's only "something" off I think that you got already a good result... sometimes some models are "all" off even with a single person in it

macba•12/20/24, 5:49 PM

Hi everyone

macba•12/20/24, 5:53 PM

@Furkan Gözükara SECourses do you have experience with training multiple models at a time with Kohya on multi-GPU systems? I read what you wrote about the bug leading to excess memory utilization when multi-GPU finetuning, so you don't get linear increases in training speed with increases in GPU numbers.

I've been lucky enough to get a lot of credits from the great guys at TensorDock so I could try with multi-H100 SXM systems; I can confirm the bug but I can also tell you that you can run 2 instances of Kohya at the same time, and in that case you do get double the training speed.

Of course this is only useful if you have more than one model to train in the first place…

it depends your aims

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