Hey @mikemenders , this is interesting. Do you know the difference between this vs. adetailer, or ha
Hey @mikemenders , this is interesting. Do you know the difference between this vs. adetailer, or have you tested them against each other?
TI also want to know this. Do I need different SD folders?
TIt will only work if SD is on local. You can't use that command on RunPod or Kaggle
SI only use local
SDo I need an extension or something as well?
PQuestion for any of you: I have trained LORAs for my wife, myself, and my two kids. Whats the best way to compose a family portrait or group photo? Any good tutorials out there? I haven't found much.
Si thought about doing something lie that but my approach was going to train multiple concepts within the same model with dreambooth
E@xPIXELPAPIx you'll need to use the Loras in a single prompt. So for example it'll be something like "husband:lora" sitting next to "wife:lora" with "son:lora" chasing "daughter:lora" in a living room. Something along those lines. I'm not too experienced with complicated Loras myself but it should be something along those lines and there are a few youtube videos out there of people using multiple loras.
Fhi
Fi dont think you need
Fi can get shaved photo :d
Fi will explore lora adafactor later. currently finding best hyper params for dreambooth.
Fi got super interesting finding with TE still researching. but we really need different LR for TE : https://twitter.com/GozukaraFurkan/status/1710416135747748150
Furkan Gözükara (@GozukaraFurkan)
Twitter
•
SDXL text encoder turns out to be very strong and becomes so quickly overtrained
10/6/23, 10:05 PM
Fwhich colab?
Ryea, i saw the thread. Sounds like very difficult to test for TE? Have you got some idea about it? I thought there being two TE's made it impossible practically
Fbut it really doesnt worth unless you have 2 gpu
Fi dont know still searching
Fye it wasnt working yesterday
Fand today for a while
RI am testing AdamW8bit quality with batch sizes 1, 2, 4, 6. I am seeing what is the best sweetspot for quality vs speed of training
Fyou can try latent couple extension
Fthis is necessary for companies
Fi will also research this for a company
Fit adds beard hard 
i tested not easy to get without a beard
i tested not easy to get without a beardRi got pretty impressive results with batch 2, which drove SDXL adamW8bit training by by 30% and bs 4 by 60%. For me it's somewhere in there. Need to check flexibility, but i am sure there are other experimental variables to test. Here's dataset of 12 images, vs xy plot with batch 2 up to 9 epochs (5000 steps), 5 hours vs 9 hours batch size 1
Rinteresting the level of variance in the dataset gets picked up in dim 128/alpha64. I guess the ultimate test will come when i run this LoRA on a Art Style model
R@Dr. Furkan Gözükara Hello, I'm trying to train LoRa on objects but it's not working. What's the reason? All the sources I saw were for faces
Fwell it works but object training is a different methodology
Fi can give private consultation
RHow?
KI am looking for any dev task.
Cold you help me?
Cold you help me?
Fsorry i dont have any tasks
P@Dr. Furkan Gözükara If I am training a model of my son, should I use reference images of boys his age instead of the ones I would use to train my own LORA?
S
Slooking better now.
Fif you can find yes better class dataset
FBS 2 brings 82% speed increase on A100
S
MThank you for tip, I will try it soon! 
MI've had no luck with adetailer, but ReActor works for me, and if the shape of the face fits, it can be a really good tool for creating new images to go with existing ones.
EInteresting. Thanks for the heads up I'll give it a shot.
Fwith batch size 3 but also xformers full sdxl dreambooth training is 20 min
Fon a100 80 gb
F4160 steps
F160 epochs
Fofc when batch size is 3 it takes 1387 steps
LAfter following this video when i press start training, I'm getting this error, without any data training progress at all https://www.youtube.com/watch?v=AY6DMBCIZ3A
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 1230, in dataclass
return wrap(cls)
^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 1220, in wrap
return _process_class(cls, init, repr, eq, order, unsafe_hash,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 958, in _process_class
cls_fields.append(_get_field(cls, name, type, kw_only))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 815, in _get_field
raise ValueError(f'mutable default {type(f.default)} for field '
ValueError: mutable default <class 'timm.models.maxxvit.MaxxVitConvCfg'> for field conv_cfg is not allowed: use default_factory
Can anyone please help??
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 1230, in dataclass
return wrap(cls)
^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 1220, in wrap
return _process_class(cls, init, repr, eq, order, unsafe_hash,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 958, in _process_class
cls_fields.append(_get_field(cls, name, type, kw_only))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.1520.0_x64qbz5n2kfra8p0\Lib\dataclasses.py", line 815, in _get_field
raise ValueError(f'mutable default {type(f.default)} for field '
ValueError: mutable default <class 'timm.models.maxxvit.MaxxVitConvCfg'> for field conv_cfg is not allowed: use default_factory
Can anyone please help??
YouTubeSECourses
Updated for SDXL 1.0. How to install #Kohya SS GUI trainer and do #LoRA training with Stable Diffusion XL (#SDXL) this is the video you are looking for. I have shown how to install Kohya from scratch. The best parameters to do LoRA training with SDXL. How to use Kohya SDXL LoRAs with ComfyUI. How to do checkpoint comparison with SDXL LoRAs and m...
Si think the latest automatic1111 still broken for training