Software Engineering Courses (SECourses)•10mo ago

Hi guys I have been having some issues with the fine tuning of flux. I have been trying to fine tun

Hi guys I have been having some issues with the fine tuning of flux.

I have been trying to fine tune a car with 39 images and I am having poor results with the configuration 48GB_GPU_28200MB_6.3_second_it_Tier_1.json and with 145 epochs.

The car looks good but not that good and also the main problem I have been having is that whenever i just divert the prompt from "a picture of a sks car" then the model just reproduces a random car.

Also in the training data i don't have any prompt for my 39 images. Do you think the problem might stand there?

Original message was deleted

Furkan Gözükara SECourses•3/11/25, 2:44 PM

it bleeds : https://medium.com/@furkangozukara/thoroughly-experimented-with-fine-tuning-dreambooth-training-of-flux-dev-de-distill-pixelwave-13fab8c625bf

Medium

Thoroughly experimented with Fine-Tuning / DreamBooth training of F...

Thoroughly experimented with Fine-Tuning / DreamBooth training of Flux-dev-de-distill, PixelWave v03, Verus Vision and base FLUX Dev model…

Iikros Hi guys I have been having some issues with the fine tuning of flux. I have bee...

Furkan Gözükara SECourses•3/11/25, 2:45 PM

use ohwx car

Furkan Gözükara SECourses•3/11/25, 2:45 PM

try to describe car in prompt after trainig

Furkan Gözükara SECourses•3/11/25, 2:45 PM

also if still bad then you need a better dataset

Furkan Gözükara SECourses•3/11/25, 2:45 PM

also i recommend latent 2x upgrade

Furkan Gözükara SECourses•3/11/25, 2:45 PM

tips-info

ikrosOP•3/11/25, 2:57 PM

Thank you! I will try that

sai_150•3/13/25, 3:29 PM

Hi all, I'm following the youtube video to train Lora using kohya ss in kaggle. I'm getting this error when run code the launch gui. ERROR: Exception in ASGI application. Is anyone able to find a fix to this issue? Please let me know if I'm asking in the wrong channel.

Ssai_150 Hi all, I'm following the youtube video to train Lora using kohya ss in kaggle. ...

Furkan Gözükara SECourses•3/13/25, 3:33 PM

hi which zip file you are using or kaggle file?

Furkan Gözükara SECourses•3/13/25, 3:33 PM

can you give me link

sai_150•3/13/25, 3:34 PM

I'm following the commands in this page. https://github.com/FurkanGozukara/Stable-Diffusion/blob/main/Tutorials/How-To-Do-Free-Google-Colab-Like-Kaggle-SDXL-LoRA-Training.md

GitHub

Stable-Diffusion/Tutorials/How-To-Do-Free-Google-Colab-Like-Kaggle-...

FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, Comfy...

sai_150•3/13/25, 3:35 PM

Ssai_150 I'm following the commands in this page. https://github.com/FurkanGozukara/Stabl...

Furkan Gözükara SECourses•3/13/25, 3:38 PM

are you using v22 ?_

Furkan Gözükara SECourses•3/13/25, 3:38 PM

https://www.patreon.com/posts/kohya-sdxl-lora-88397937

Patreon

A Kaggle Notebook to Train Stable Diffusion 1.5 and XL (SDXL) on a ...

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

sai_150•3/13/25, 3:40 PM

Sorry, I'm not on Patreon

Furkan Gözükara SECourses•3/13/25, 3:41 PM

ah ye. wont work

so many updates things happened since tutorial

Furkan Gözükara SECourses•3/13/25, 3:42 PM

try to find a fresher tutorial

sai_150•3/13/25, 3:59 PM

joined on patreon, I'll run the v22 version.

sai_150•3/13/25, 4:18 PM

I'm getting the same error, after running the above code. ERROR: Exception in ASGI application.

sai_150•3/13/25, 4:18 PM

I'm using v22 version

Ssai_150 I'm getting the same error, after running the above code. **ERROR: Exception ...

Furkan Gözükara SECourses•3/13/25, 4:24 PM

1 sec let me fix

Ssai_150 I'm getting the same error, after running the above code. **ERROR: Exception ...

Furkan Gözükara SECourses•3/13/25, 4:28 PM

download v24

Furkan Gözükara SECourses•3/13/25, 4:28 PM

https://www.patreon.com/posts/88397937

Patreon

A Kaggle Notebook to Train Stable Diffusion 1.5 and XL (SDXL) on a ...

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

Furkan Gözükara SECourses•3/13/25, 4:28 PM

i am also testing right now but should work perfect

Furkan Gözükara SECourses•3/13/25, 4:28 PM

no needed ngrok anymore

Furkan Gözükara SECourses•3/13/25, 4:30 PM

i will update to v25 once finished testing

sai_150•3/13/25, 4:33 PM

Thank you so much. let me run it now.

Ssai_150 Thank you so much. let me run it now.

Furkan Gözükara SECourses•3/13/25, 4:34 PM

will let you know once i finish testing. will update to v25 even with better libraries torch 2.6. testing

sai_150•3/13/25, 6:13 PM

torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB. GPU 0 has a total capacity of 14.74 GiB of which 14.12 MiB is free. Process 16031 has 14.72 GiB memory in use. Of the allocated memory 14.26 GiB is allocated by PyTorch, and 344.88 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.

sai_150•3/13/25, 6:13 PM

I'm getting out of memory error

Ssai_150 torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB. GPU 0 h...

Furkan Gözükara SECourses•3/13/25, 6:41 PM

hello

Furkan Gözükara SECourses•3/13/25, 6:41 PM

i just tested and it works

Furkan Gözükara SECourses•3/13/25, 6:41 PM

even multi gpu works

Furkan Gözükara SECourses•3/13/25, 6:41 PM

make sure your all images are 1024x1024

Furkan Gözükara SECourses•3/13/25, 6:41 PM

let me update the notebook

Furkan Gözükara SECourses•3/13/25, 6:42 PM

Furkan Gözükara SECourses•3/13/25, 6:42 PM

training on 2x gpu thus 2x faster

Furkan Gözükara SECourses•3/13/25, 6:42 PM

you can use our configs auto downloaded

Furkan Gözükara SECourses•3/13/25, 6:42 PM

Ssai_150 torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB. GPU 0 h...

Furkan Gözükara SECourses•3/13/25, 6:46 PM

use v25 : https://www.patreon.com/posts/88397937

Patreon

A Kaggle Notebook to Train Stable Diffusion 1.5 and XL (SDXL) on a ...

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

sai_150•3/13/25, 6:54 PM

Thanks for the quick response. In my case, I see only one GPU is used. I'll tweak the accelerate launch parameters and try again.

Ssai_150 Thanks for the quick response. In my case, I see only one GPU is used. I'll twea...

Furkan Gözükara SECourses•3/13/25, 6:55 PM

yes but single gpu should work too

Furkan Gözükara SECourses•3/13/25, 6:55 PM

i tested both

Furkan Gözükara SECourses•3/13/25, 6:56 PM

make sure all images 1024x1024

Furkan Gözükara SECourses•3/13/25, 6:56 PM

and using our config

sai_150•3/13/25, 7:06 PM

images are 1024X1024 only, I'll try again with v25 tomorrow

FFurkan Gözükara SECourses yes but single gpu should work too

sai_150•3/14/25, 11:25 AM

v25 worked. Thanks for the help. But I couldn't use both the gpus, when I've selected multi_gpu and Number of processes=2 it is throwing an error. I ran it with one gpu.

Ssai_150 v25 worked. Thanks for the help. But I couldn't use both the gpus, when I've sel...

Furkan Gözükara SECourses•3/14/25, 10:44 PM

on windows not working as far as i know

Furkan Gözükara SECourses•3/14/25, 10:44 PM

on linux lora works with 48 gb gpus

FFurkan Gözükara SECourses on windows not working as far as i know

sai_150•3/15/25, 2:14 PM

I'm running it in kaggle, providing gpu ids as 0,1 worked. I was able to do the training with both the gpus.

Hi guys I have been having some issues with the fine tuning of flux. I have been trying to fine tun

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