there doesn't seem to be any script in kohya that lets you do dreambooth with flux
there doesn't seem to be any script in kohya that lets you do dreambooth with flux
JI went with the 16gb config file and its working. it looks like there was something that was causing it to fail at 24gb.
I don't know if this matters but I am getting this during the training. however this was also happening during the 16gb training too.
2025-03-22 02:58:21.761881: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
I don't know if this matters but I am getting this during the training. however this was also happening during the 16gb training too.
2025-03-22 02:58:21.761881: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
Hthis script will let you do full flux finetuning on low vram GPUs
https://github.com/kohya-ss/sd-scripts/blob/sd3/flux_train.py
but there is no script that does dreambooth training? so it seems like the video you posted is not using dreambooth -- please correct me if i am wrong
@Furkan Gözükara SECourses
https://github.com/kohya-ss/sd-scripts/blob/sd3/flux_train.py
but there is no script that does dreambooth training? so it seems like the video you posted is not using dreambooth -- please correct me if i am wrong
@Furkan Gözükara SECourses
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Hunless this line implies using dreambooth: https://github.com/kohya-ss/sd-scripts/blob/sd3/flux_train.py#L88
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H
WHi @Furkan Gözükara SECourses I just download your config for SDXL training. For training dreambooth for character how many regulation images from your database you think we need to use train to get good dreambooth character model
SHi @Furkan Gözükara SECourses , I've 33 images of me. can you suggest how many repeats I should consider(config has 40 repeats and 1 epoch, that gives 1320 steps).
Swhat model should I use for the best results sdxl base or any custom model from Civitai (like realvis). Is this the best method for generating images of a specific person?
Fmy config doesnt have save every 160 epooch 
Fsave like every 10 15
FYouTubeSECourses
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...
Fignore it
Fusing maximum is best
Fso lets say 50 train images and we have 5000 reg images so repeating 100 and make like 2-3 epochs
Ffor 33 images
Fdo repeating 150 and train 1 epoch at least but it may not be sufficient
Fyou can also make repeat 100 and train 2 epochs
UThanks for the response. Here my questions:
- Do you think this will fix the color issue (like the exact shade) and will this also solve different body type problem?
- What can I do so I can try on different body type as well?
- What are your tips on bad hands?
- Do you think full dreambooth training is good choice or not for this use case, as we need exact pattern of the dress?
F1 : get better dataset train on flux
F2 : get better dataset train on flux
F3 : get better dataset train on flux
F4 : well dreambooth is most powerful training atm. better than lora. i cant say it is exactly use case or not but if you want highest quality probably
Fundertanding better dataset only happens through experience. you have to do different trainings compare and improve
UThank you @Furkan Gözükara SECourses . By the way, I am a Python developer and if you need any help regarding maintaining your softwares I would love to do it for you. Thanks again
Fthanks a lot
WHi @Furkan Gözükara SECourses I have another question, can I train multi characters in one dreambooth checkpoint together using different active keywords and caption ?
SShould I use any other model instead of sdxl base?
S- Have you tried the Catvton model ? It takes model and clothing images as input and generates model wearing the input clothing
UNo, I haven't tried. Thanks for sharing. I will try it now. How was your experience with it? Does it work well with different lightning conditions?
SI've tried Simple Catvton workflow. It may not produce exact matching clothing sometimes(color/pattern mismatch). I've seen videos using some advanced workflow to get an exact clothing match. I haven't tried it yet.
SPlease let me know about your experience if you implement it for your usecase
USure, I will update you after trying it. Thank you.
Fthey bleed
FMedium
Thoroughly experimented with Fine-Tuning / DreamBooth training of Flux-dev-de-distill, PixelWave v03, Verus Vision and base FLUX Dev model…
Fof course you can use
Fespecially a model that already can generate similar quality / resembling images of what you want
J@Furkan Gözükara SECourses I am using a 48GB to create some finetuning. I used the 48 config and the learning rate is set at: 0.000004. That seems really low. It's taking about 7 hours on 4500 steps.
WI mean I train using SDXL not Flux i already saw some lora contain many characters
4I saw the tutorial, it is really impossible to train a model with my 4060 8gb and 32gb of ram ?
4And on runpod there is an new option to automatcly fine tune a model what do you think ?
Fyes it is normal
Fsdxl is different
Fyes you need 64 gb
Fprobably lower quality
Fcompared to what you can get
4fuck..
Fyou can try this. use fp8 lora
Ffp8 base
Fit may fit
WSo in theory I can use your config of SDXL train multi characters using different caption for each character to get the model understand multi concept right ?