Fyes looking accurate
Fwhat is speed?
K4.22
Fyes a little bit slow
Fi dont know what causes exactly but kohya working slower than before
Fhe made something worse
Fwe cant fully utilize gpu for some reason
F
Kok, at least i know Im on the right path, thanks so much
Fyou are welcome
F10 epoch is too low
Fhow many images you have in dataset?
Kyeah i paused just to test, i have 171 faces with same hairstyle different emotions, 53 body different poses, a bit of different hair styles
Fwhat you want to teach?
Ka person, trying to keep the same hairstyle, but also the option to change the hairstyle with prompts
Fok it is easy. 171 images are all from same person right?
Fa bit of different hair styles are ok
Fso what you should do is
Kyeah mostly same hair cut, the ones with full body have different haircuts
Fjust train with ohwx woman
Fthen when prompting
Fdescribe the hair style in details
Fand it should work 95%+
Kok, ill keep training from epoch 10 forward, and ill try that in a bit, thanks so much
Fyou are welcome
Fi trained with 256 images
Fand 70 epoch was best
Fand it is excellent quality
Kexcelent, yeah thats what ill try to do
SFor LoRA training with 15 images and an epoch of 200 on RTXA6000, it takes around 7 hours. Shall we change the epoch value to 15 or 10? Is the caption mandatory?
Fthat would be undertrained
Fwe use ohwx man as caption
Fi mean ohwx + class
Fit reads from folder name
SBut for lora training is 7hr mandatory?
SAnd epoch should be 200
Fyes flux is slow to train .
F200 is best number for 15 images
Fbut if you need speed
Fyou can increae learning rate and reduce epoch
Fand sacrifice some quality
SOk sir 
DI have a photo with dimensions 1080 x 1920 (from TikTok). How can I make it 1024 x 1024? Can I directly follow a tutorial like in a video using the Ultimate-Batch image pre-processing tool? Do I need to check (mark) 'resize without cropping (center image and add white background)'?
Or do I need to edit it manually first using an application like Photoshop?
Or do I need to edit it manually first using an application like Photoshop?
Fyou can use this
Ffirst do 1024x1024 cropo
Fthen resize
Uhello 
For finetuning we used flux dev so far, I was wondering if we could use hidream , chroma or wan 2.1 txt to img for finetuning instead of flux dev?
For finetuning we used flux dev so far, I was wondering if we could use hidream , chroma or wan 2.1 txt to img for finetuning instead of flux dev?
Fyes all can be used i think
PDr, I was trying to use Flux Schnell with your Kohya configs used in Flux Dev finetunning. The model that it saves is too large (24GB) even though Schnell has less than 17GB and I was trying to train with 50 images only. Do you have any idea what could be wrong?
Fschnell is not 17gb