Software Engineering Courses (SECourses)•15mo ago

https://1drv.ms/u/s!AoU1QUjSr6pJrbdRgnQNUMMyMe2qTg?e=xCOQuv Hi, could you guide me through what's wr

https://1drv.ms/u/s!AoU1QUjSr6pJrbdRgnQNUMMyMe2qTg?e=xCOQuv
Hi, could you guide me through what's wrong with this training. My latest samples at 4400 steps are still far from imitating Justin Sweet's style. Thanks

WWill Scarlett Ohara https://1drv.ms/u/s!AoU1QUjSr6pJrbdRgnQNUMMyMe2qTg?e=xCOQuv Hi, could you guide ...

Furkan Gözükara SECourses•10/16/24, 2:34 PM

yep

Furkan Gözükara SECourses•10/16/24, 2:34 PM

crop all to 1024x1024

Furkan Gözükara SECourses•10/16/24, 2:34 PM

dont use captions

Furkan Gözükara SECourses•10/16/24, 2:35 PM

token can be like

Furkan Gözükara SECourses•10/16/24, 2:35 PM

ohwx painting style

FFurkan Gözükara SECourses crop all to 1024x1024

Will Scarlett OharaOP•10/16/24, 2:38 PM

Would you have a way to automate croping/upscaling please, with ComfyUI for example?

WWill Scarlett Ohara Would you have a way to automate croping/upscaling please, with ComfyUI for exam...

Furkan Gözükara SECourses•10/16/24, 2:38 PM

i have auto cropper for some subjects

FFurkan Gözükara SECourses ohwx painting style

Will Scarlett OharaOP•10/16/24, 2:39 PM

for the token it's here? like that?

Furkan Gözükara SECourses•10/16/24, 2:39 PM

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

Patreon

SOTA Subject Cropper and Face Focused Image Resizer Scripts Do Bett...

Get more from SECourses: FLUX, Tutorials, Guides, Resources, Training, Scripts on Patreon

WWill Scarlett Ohara for the token it's here? like that?

Furkan Gözükara SECourses•10/16/24, 2:39 PM

yep

Will Scarlett OharaOP•10/16/24, 2:40 PM

thank you

Vigilence•10/16/24, 4:37 PM

@Furkan Gözükara SECourses Hi Dr. Can you please share which video teaches me how to use huggingface for kohya_ss save state uploads/sync etc. ?

MrGTAmodsgerman•10/16/24, 9:27 PM

@Furkan Gözükara SECourses Bot attack again

daroth•10/16/24, 9:44 PM

hm, is Flux schnell trainable?

VVigilence <@205854764540362752> Hi Dr. Can you please share which video teaches me how to...

Furkan Gözükara SECourses•10/16/24, 9:45 PM

i couldnt make it work

Furkan Gözükara SECourses•10/16/24, 9:45 PM

i manually upload via notebook

Ddaroth hm, is Flux schnell trainable?

Furkan Gözükara SECourses•10/16/24, 9:45 PM

my results were bad

Vigilence•10/16/24, 10:19 PM

@Furkan Gözükara SECourses What is the correct folder path for the image? I would need to enter this in the resume save-state field.

VVigilence <@205854764540362752> What is the correct folder path for the image? I would ne...

Furkan Gözükara SECourses•10/16/24, 10:24 PM

i never made it work

Vigilence•10/16/24, 11:47 PM

I made it work in windows, but I don't know to get the proper folder path in ubuntu. In windows, if you select the two options in the picture, you can shutdown and resume based on the last save, with the same learning rate etc. Nothing is lost or needs to be done, which is preffered instead of just loading the last saved model file. You would then link to the folder of the laste save-state folder of the model you are training to resume. In onetrainer its much easier.

VVigilence I made it work in windows, but I don't know to get the proper folder path in ubu...

Furkan Gözükara SECourses•10/17/24, 8:56 AM

you can use last checkpoint

Furkan Gözükara SECourses•10/17/24, 8:56 AM

easier

Carlos•10/17/24, 9:02 AM

Quick question, does fine tuning require less steps than LORA?
My 3,000 steps fine tuning from last night (15 pics x 200 epochs) is giving much less good results than my 5,800 steps Dim 16 Lora I did with Fluxgym.
Is that normal?

wantedrbk•10/17/24, 10:02 AM

hi , just trained dreambooth 1 batch , runing swarmUI but on half proccess of generating img have this error , what it probably cause

error.txt3.62KB

wantedrbk•10/17/24, 10:14 AM

almost finished rendering but an error (

Vigilence•10/17/24, 11:06 AM

@Furkan Gözükara SECourses The use of save-states is much better as its actually continuing the training of the model. Starting off from the last saved checkpoint is essentially a whole different training of the model and the results will be different.

Vigilence•10/17/24, 11:09 AM

Anyway, I figured out how to use saved state and it worked, you just have to enable it at the start and it saves a special folder called saved-state. If for some reason you have to continue training due to crash or no HD space you can continue by inputting the folder patch into this field before you start. If you get an error then the path is not correct. If the folder exists with what is seen in the photo then it will definitely continue training with the same state it left off at as well as same result of training, just a continuation.

Vigilence•10/17/24, 11:26 AM

I forgot to mention, you would also have to edit the number of epochs, to be what you did not initially finish. So if you have a training for 200 epochs, and the saved state is from the 150 epoch, you have to change the epoch to 50 in the settings, or else it will continue training from the 150th epoch save-state for another 200 epochs. You can increase the epochs what ever you like, but it will be start from epoch 1 to what you set, since you are continuing the training using the saved-state folder. Its confusing if you don't understand this part.

Will Scarlett OharaOP•10/17/24, 12:38 PM

Is there any point in modifying LR with adafactor? 22 hours of training and 4400 steps later, I have the impression that my final samples are still undertrained.

Will Scarlett OharaOP•10/17/24, 12:46 PM

If I choose the last checkpoint, can I resume training from there for more steps?

CCarlos Quick question, does fine tuning require less steps than LORA? My 3,000 steps fi...

Furkan Gözükara SECourses•10/17/24, 12:59 PM

learning rates

Furkan Gözükara SECourses•10/17/24, 12:59 PM

and step count depends on dataset

Wwantedrbk almost finished rendering but an error (

Furkan Gözükara SECourses•10/17/24, 12:59 PM

your yolo file is not properly downloaded

VVigilence <@205854764540362752> The use of save-states is much better as its actually cont...

Furkan Gözükara SECourses•10/17/24, 1:00 PM

nice but that is extra space :d

WWill Scarlett Ohara Is there any point in modifying LR with adafactor? 22 hours of training and 4400...

Furkan Gözükara SECourses•10/17/24, 1:00 PM

sure you can increase

Furkan Gözükara SECourses•10/17/24, 1:00 PM

to get faster

WWill Scarlett Ohara If I choose the last checkpoint, can I resume training from there for more steps...

Furkan Gözükara SECourses•10/17/24, 1:01 PM

sure you can

Furkan Gözükara SECourses•10/17/24, 1:01 PM

it will continue

FFurkan Gözükara SECourses sure you can increase

Will Scarlett OharaOP•10/17/24, 1:31 PM

I thought adafactor had a kind of auto LR. Thanks

WWill Scarlett Ohara I thought adafactor had a kind of auto LR. Thanks

Furkan Gözükara SECourses•10/17/24, 1:37 PM

we use static

Furkan Gözükara SECourses•10/17/24, 1:37 PM

auto lr works good for LLMs where you can truly calculate meaningfull accuracy

Vigilence•10/17/24, 1:59 PM

@Furkan Gözükara SECourses Yeah, that is the only downside. The provided drive is not suited for save-states unless you constantly download and delete older files.

Vigilence•10/17/24, 2:25 PM

I think there is an option to only have a single saved-state folder, with each new saved-state overwriting the older one. I am asking kohya and bmaltis how to do this.

mostlyhuman•10/17/24, 7:17 PM

@Furkan Gözükara SECourses I want to do some dreambooth training on Flux.1 to teach it more about musculature and anatomy, ChatGPT suggested creating training imagesets that use segmentation masks to isolate the various muscles . Can Flux.1 use segmented images for training like this? Any information is sincerely appreciated!

Vigilence•10/17/24, 7:39 PM

@mostlyhuman I recommend checking this out. https://www.reddit.com/r/DreamBooth/comments/1fz539o/training_on_body_parts_rather_than_the_person_as/

From the DreamBooth community on Reddit

Explore this post and more from the DreamBooth community

VVigilence <@243094858074554370> I recommend checking this out. https://www.reddit.com/r/D...

mostlyhuman•10/17/24, 7:57 PM

Thank you, that is exactly what I need, hopefully it works, it seemed like others were having trouble replicating the results. I am a little confused on some of the details I reached out to the OP, hopefully he can shed some light. Thanks again!

Vigilence•10/17/24, 7:58 PM

Check the link and download the lora for research purposes. Keep in mind the lora is not SFW.

VVigilence Check the link and download the lora for research purposes. Keep in mind the lo...

mostlyhuman•10/17/24, 7:59 PM

I didnt see a link, it was in his post?

Vigilence•10/17/24, 8:00 PM

Its in the reply to the OP.

https://1drv.ms/u/s!AoU1QUjSr6pJrbdRgnQNUMMyMe2qTg?e=xCOQuv Hi, could you guide me through what's wr

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