Software Engineering Courses (SECourses)•10mo ago

I see movement in GPU and RAM usage

spirit18OP•3/5/25, 8:45 PM

Sspirit18 I see movement in GPU and RAM usage

Furkan Gözükara SECourses•3/5/25, 8:48 PM

which config?

Sspirit18 I see movement in GPU and RAM usage

Furkan Gözükara SECourses•3/5/25, 8:49 PM

your config wrong

Furkan Gözükara SECourses•3/5/25, 8:49 PM

8-bit AdamW optimizer

Furkan Gözükara SECourses•3/5/25, 8:49 PM

please follow tutorial dont skipo

Furkan Gözükara SECourses•3/5/25, 8:50 PM

https://youtu.be/FvpWy1x5etM

YouTubeSECourses

FLUX Full Fine-Tuning / DreamBooth Training Master Tutorial for Win...

If you want to train FLUX with maximum possible quality, this is the tutorial looking for. In this comprehensive tutorial, you will learn how to install Kohya GUI and use it to fully Fine-Tune / DreamBooth FLUX model. After that how to use SwarmUI to compare generated checkpoints / models and find the very best one to generate most amazing image...

spirit18OP•3/5/25, 8:55 PM

Okay will ReDo

spt999•3/7/25, 2:26 PM

Hello @Furkan Gözükara SECourses , after all tries i have few questions:

if i use 15 batch size on a100 i need use approximately reduce x2 epochs? I have 137 photo, i think need near 100 epochs with 7 batch size, if batch size 15 can try approx 60 epochs?
if my photos from iphone them size approx 1 mb, yours photo are 5mb is it very important in this case, i dont see very big difference in learning (using 137 preprocessed photos) avr_loss near 0.4 always +-
Now i'm doing upscaling with SUPIR, and will try after it will finish.
tell please can i fix freezes with scrolling screen with ThinLink macos m4 max?

spirit18OP•3/7/25, 5:38 PM

Huge Thanks to @Furkan Gözükara SECourses

2230-a_propoganda_style_poster_from_nazi_germ-model37_abygen1-1220266658.png

2220-photograph_of_ohwx_man_sitting_in_front-model37_abygen1-000100-1707356540.png

2211-photograph_of_ohwx_man_riding_a_majestic-model37_abygen1-000100-1495114612.png

Sspt999 Hello <@205854764540362752> , after all tries i have few questions: - if i use ...

Furkan Gözükara SECourses•3/7/25, 10:19 PM

epoch doesnt change according to batch size

Furkan Gözükara SECourses•3/7/25, 10:20 PM

epoch is related to number of image you have usually

Furkan Gözükara SECourses•3/7/25, 10:20 PM

mb of photos doesnt matter what matter is resolution like 1024x1024 - best

Furkan Gözükara SECourses•3/7/25, 10:20 PM

if you dont downscale it will auto

Furkan Gözükara SECourses•3/7/25, 10:20 PM

sadly thinlinc client is not very good. @NicB @computersheep are there any better alternative?

Sspirit18 Huge Thanks to <@205854764540362752> 🥹

Furkan Gözükara SECourses•3/7/25, 10:20 PM

awesome

computersheep•3/7/25, 10:23 PM

There are many alternatives just not ones we can preinstall for our users.
The few free alternatives I tried myself felt worse.
There are some paid vnc clients that are pretty good but again none we can provide, users would have to signup and install those themselves.
I suspect all clients will be mediocre for users outside of the USA due to latency though.

computersheep•3/7/25, 10:24 PM

If you just want better file syncing, I personally use winscp on windows, works pretty well and much faster.
FileZilla is also pretty good, faster than winscp, but I like the winscp ui better for simple folder syncs.

Ccomputersheep If you just want better file syncing, I personally use winscp on windows, works ...

Furkan Gözükara SECourses•3/7/25, 10:27 PM

i think people rather looking for more fluent working connection interface

computersheep•3/7/25, 10:28 PM

Thinlinc is the best for that. All other solutions require more work for users to install and setup.

computersheep•3/7/25, 10:29 PM

Here is example of a product that would be more performant but users would need to install and setup themselves.

https://www.realvnc.com/

RealVNC®Jan Intia

RealVNC® - Remote access software for desktop and mobile | RealVNC

Secure, cost-effective remote access and support for your computer, from your desktop or mobile device. VNC® Connect enables cloud or direct connectivity.

Ccomputersheep Thinlinc is the best for that. All other solutions require more work for users t...

Furkan Gözükara SECourses•3/7/25, 10:30 PM

i see thanks

Pixel.dust•3/8/25, 3:21 AM

I just wanted to share what I did, using the tips and feedback I received from the people here, can I ask if there is a proper method of evaluate models

https://www.linkedin.com/posts/italo-thiago-3b3158216_illustriousxl-deeplearning-gpucomputing-activity-7303857523596414976-fgrY?utm_source=social_share_send&utm_medium=android_app&rcm=ACoAADZ7uTcBFffVIJxesBcJt71j4tV36U6H7pk&utm_campaign=copy_link

#illustriousxl #deeplearning #gpucomputing #stablediffusion… | Ital...

Just finished a preliminary training run with Illustrious XL using localy 2xRTX 3090s. 36 hours, 2 epochs, and 1344 CC0 images, Here some exciting initial results. The speed and quality are impressive! More in-depth analysis to follow. #IllustriousXL #DeepLearning #GPUComputing #StableDiffusion #DomesticCluster #AIart #GrapichDesign #Genai

PPixel.dust I just wanted to share what I did, using the tips and feedback I received from t...

JotaTerrasa•3/8/25, 8:48 AM

Great work!

JotaTerrasa•3/8/25, 8:49 AM

Can you share weights?

FFurkan Gözükara SECourses sadly thinlinc client is not very good. <@1167168099838074940> <@347893716528136...

Timson•3/8/25, 9:37 AM

I use Syncthing - it's free, multi-platform, don't have much issues with large files

Timson•3/8/25, 9:38 AM

I include xml config with my server initialisation script, so it requires just 2 clicks per worker to set up

TTimson I include xml config with my server initialisation script, so it requires just 2...

Furkan Gözükara SECourses•3/8/25, 10:51 AM

nice

JJotaTerrasa Great work!

Pixel.dust•3/8/25, 2:36 PM

Yes Sooner

FFurkan Gözükara SECourses epoch doesnt change according to batch size

spt999•3/8/25, 4:17 PM

sorry for this question was tired from attempts

Now done x2 upscale photos, much better results, thank you!
Try today 20-80 epochs, decided add 40 epochss to compare. Very good results

Sspt999 sorry for this question was tired from attempts 🤣 Now done x2 upscale photos...

Furkan Gözükara SECourses•3/8/25, 5:09 PM

great

Sspt999 sorry for this question was tired from attempts 🤣 Now done x2 upscale photos...

AiInfluence•3/8/25, 7:25 PM

what upscaler did you use ? Supir?

TrumpYouAll•3/9/25, 10:47 PM

@Furkan Gözükara SECourses Would you please update the file of Koyha (https://www.patreon.com/posts/click-to-open-post-used-in-tutorial-112099700) (File name: Kohya_FLUX_DreamBooth_v17.zip)? I would like to try using 5090 to use Kohya (Windows) to train Flux Dreambooth

Thanks!

Patreon

Kohya FLUX Fine Tuning (Full Checkpoints) Training Full Tutorial Fo...

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

TTrumpYouAll <@205854764540362752> Would you please update the file of Koyha (https://www.pa...

Furkan Gözükara SECourses•3/9/25, 10:58 PM

just updated for you

Furkan Gözükara SECourses•3/9/25, 10:58 PM

download v18 and read change logs

FFurkan Gözükara SECourses download v18 and read change logs

TrumpYouAll•3/9/25, 11:00 PM

First, LOVE YOU !
Second, I have been refreshing Massed Compute for GPU for another training

besides 5090 training that now I am going to use.
So many people using A6000 at the moment!

TTrumpYouAll First, LOVE YOU ! Second, I have been refreshing Massed Compute for GPU for ano...

Furkan Gözükara SECourses•3/9/25, 11:00 PM

yes @computersheep said they gonna add more hopefully soon

Furkan Gözükara SECourses•3/9/25, 11:02 PM

by the way you can use 48 gb config on 32 gb

FFurkan Gözükara SECourses by the way you can use 48 gb config on 32 gb 😄

TrumpYouAll•3/9/25, 11:03 PM

@Furkan Gözükara SECourses U know, I am not really that knowledgeable in this area like most of you here. I normally just use the EXACT config and steps you showed in your YouTube.

TTrumpYouAll <@205854764540362752> U know, I am not really that knowledgeable in this area li...

Furkan Gözükara SECourses•3/9/25, 11:07 PM

sure it will work no worries

FFurkan Gözükara SECourses sure it will work no worries

TrumpYouAll•3/9/25, 11:08 PM

1 thing about how good your tutorials are is that they are so clear that it is dumb-proof. To be honest, I got zero clue what is going on with all the names in the SWAMUI and Koyha. U have made it very clear.

TTrumpYouAll 1 thing about how good your tutorials are is that they are so clear that it is d...

Furkan Gözükara SECourses•3/9/25, 11:08 PM

thanks a lot. some people complains but someone has to make this way

Furkan Gözükara SECourses•3/9/25, 11:09 PM

i got to sleep hopefully see you tomorrow

TTrumpYouAll 1 thing about how good your tutorials are is that they are so clear that it is d...

Furkan Gözükara SECourses•3/9/25, 11:19 PM

Don't forget to change xformers to SDPA. So easy look xformers on gradio interface

FFurkan Gözükara SECourses Don't forget to change xformers to SDPA. So easy look xformers on gradio interfa...

TrumpYouAll•3/9/25, 11:21 PM

Even though i got no idea what u talk about, I will definitely look into the parameters (?) section to change it. I don't 'forget'. I just don't know

FFurkan Gözükara SECourses by the way you can use 48 gb config on 32 gb 😄

TrumpYouAll•3/10/25, 12:15 AM

@Furkan Gözükara SECourses Please kindly or u tell me which parameter I need to change, it turns out to be 440,000 steps for me to use 48GB config. (I guess something wrong with the parameter)
Thanks

TTrumpYouAll <@205854764540362752> Please kindly or u tell me which parameter I need to chang...

Furkan Gözükara SECourses•3/10/25, 10:00 AM

it is folder repeat

Furkan Gözükara SECourses•3/10/25, 10:00 AM

fix your folder repeat to 1

RyanBelnap•3/10/25, 11:54 PM

I'm facing a challenge with DreamBooth training and sourcing high-quality images for training. While web scraping tools are a potential solution, they often retrieve compressed or resized images, which reduces the quality needed for optimal training results.

Does anyone have suggestions or alternative to obtain large amounts of high-resolution images without compression?

RRyanBelnap I'm facing a challenge with DreamBooth training and sourcing high-quality images...

Furkan Gözükara SECourses•3/11/25, 12:01 AM

yes unsplash

Furkan Gözükara SECourses•3/11/25, 12:01 AM

or pexel

I see movement in GPU and RAM usage

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