Software Engineering Courses (SECourses)•3y ago

@Dr. Furkan Gözükara If I am training a model of my son, should I use reference images of boys his a

@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?

Sandstormleader•10/6/23, 10:48 PM

Sandstormleader•10/6/23, 10:48 PM

looking better now.

Furkan Gözükara SECourses•10/6/23, 10:53 PM

https://twitter.com/GozukaraFurkan/status/1710427890070786480

PPIXLE @Dr. Furkan Gözükara If I am training a model of my son, should I use reference ...

Furkan Gözükara SECourses•10/6/23, 10:53 PM

if you can find yes better class dataset

Furkan Gözükara SECourses•10/6/23, 10:53 PM

BS 2 brings 82% speed increase on A100

Sandstormleader•10/6/23, 11:26 PM

EEyeSpyBekoAI Hey @mikemenders , try RV5 (not 5.1) with the 8400 VAE. I personally had better ...

mikemenders•10/6/23, 11:43 PM

Thank you for tip, I will try it soon!

EEyeSpyBekoAI Hey @mikemenders , this is interesting. Do you know the difference between this ...

mikemenders•10/6/23, 11:44 PM

I'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.

Mmikemenders I've had no luck with adetailer, but ReActor works for me, and if the shape of t...

EyeSpyBekoAI•10/6/23, 11:47 PM

Interesting. Thanks for the heads up I'll give it a shot.

Furkan Gözükara SECourses•10/7/23, 12:03 AM

with batch size 3 but also xformers full sdxl dreambooth training is 20 min

Furkan Gözükara SECourses•10/7/23, 12:03 AM

on a100 80 gb

Furkan Gözükara SECourses•10/7/23, 12:03 AM

4160 steps

Furkan Gözükara SECourses•10/7/23, 12:03 AM

160 epochs

Furkan Gözükara SECourses•10/7/23, 12:03 AM

ofc when batch size is 3 it takes 1387 steps

licensething•10/7/23, 12:17 AM

After 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??

YouTubeSECourses

First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Trai...

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...

Sandstormleader•10/7/23, 12:19 AM

i think the latest automatic1111 still broken for training

Llicensething After following this video when i press start training, I'm getting this error, ...

Furkan Gözükara SECourses•10/7/23, 12:29 AM

yep you have error

Furkan Gözükara SECourses•10/7/23, 12:29 AM

uninstall all python

Furkan Gözükara SECourses•10/7/23, 12:29 AM

https://youtu.be/B5U7LJOvH6g

YouTubeSECourses

How To Install Python, Setup Virtual Environment VENV, Set Default ...

How to install Python, have multiple Python installations, set system wide default Python version. How to compose venv for any Python installation, change Python default path, and install SD web UI properly. Discord: https://bit.ly/SECoursesDiscord.

If I have been of assistance to you and you would like to show your support for my work, please...

Furkan Gözükara SECourses•10/7/23, 12:29 AM

install 3.10.11 as shown in above video

SSandstormleader i think the latest automatic1111 still broken for training

Furkan Gözükara SECourses•10/7/23, 12:30 AM

accurate. we use older version but that person is following kohya

licensething•10/7/23, 12:36 AM

so, at this point, can i just do a simple dreambooth training? so, that i don't have to go through a python installation process again!!

Llicensething so, at this point, can i just do a simple dreambooth training? so, that i don't ...

Furkan Gözükara SECourses•10/7/23, 12:37 AM

i dont think so none of the scripts will work with your python

Furkan Gözükara SECourses•10/7/23, 12:37 AM

give it a try if you wish

licensething•10/7/23, 12:38 AM

Ohho, I see. Understood. I've already these two python version installed in my pc.

Llicensething Ohho, I see. Understood. I've already these two python version installed in my p...

Furkan Gözükara SECourses•10/7/23, 12:58 AM

uninstall both

Furkan Gözükara SECourses•10/7/23, 12:58 AM

install as shown in video

Furkan Gözükara SECourses•10/7/23, 12:58 AM

install into C drive

Stefanoid9343•10/7/23, 1:51 AM

Good night guys I’m trying to follow the lora training youtube video for runpod and I want to know what is the code to unzip the images files

Stefanoid9343•10/7/23, 1:51 AM

on the same folder as the video

Stefanoid9343•10/7/23, 1:55 AM

never mind I solve it

virginia•10/7/23, 2:34 AM

hello Furkan, I only use a few images, about 10 approx, see, out of memory,

JM•10/7/23, 3:22 AM

@Dr. Furkan Gözükara I want to know how to train. lora use multi gpu in Ubuntu ? How to set accelerate config ?

virginia•10/7/23, 3:53 AM

morning all, possible to make models or sth under temp folder to gain more ram, for the training notebook? i have tried two notebooks, only 10 pics, all failed ./sdxl_train_network.py FAILED
-----------------------------------------------------
Failures:
<NO_OTHER_FAILURES>
-----------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-10-07_02:51:09
host : 08833fa205ae
rank : 0 (local_rank: 0)
exitcode : -9 (pid: 1097)
error_file: <N/A>
traceback : Signal 9 (SIGKILL) received by PID 1097 i tried, two notebooks, possible to make everything in temp folders? otherwise it is too big, out of ram

virginia•10/7/23, 3:53 AM

accelerate launch --num_cpu_threads_per_process=2 "./sdxl_train_network.py" --pretrained_model_name_or_path="stabilityai/stable-diffusion-xl-base-1.0" --train_data_dir="/kaggle/working/results/img" --resolution="1024,1024" --output_dir="/kaggle/working/results/model" --logging_dir="/kaggle/working/results/log" --network_alpha="1" --save_model_as=safetensors --network_module=networks.lora --text_encoder_lr=0.0004 --unet_lr=0.0004 --network_dim=32 --output_name="kaggle_flower" --lr_scheduler_num_cycles="8" --no_half_vae --learning_rate="0.0004" --lr_scheduler="constant" --train_batch_size="1" --max_train_steps="1000" --save_every_n_epochs="1" --mixed_precision="fp16" --save_precision="fp16" --cache_latents --optimizer_type="Adafactor" --optimizer_args scale_parameter=False relative_step=False warmup_init=False --max_data_loader_n_workers="0" --bucket_reso_steps=64 --gradient_checkpointing --xformers --bucket_no_upscale --noise_offset=0.0 --lowram, are these settings too big?

killermoth•10/7/23, 4:04 AM

FFurkan Gözükara SECourses i will also research this for a company

Benjamin•10/7/23, 8:07 AM

will you share those results in patreon?

Vvirginia accelerate launch --num_cpu_threads_per_process=2 "./sdxl_train_network.py" --pr...

Deleted User•10/7/23, 9:59 AM

I have the solution for this

virginia•10/7/23, 10:36 AM

hello Ihsas, good morning

virginia•10/7/23, 10:36 AM

does it mean my settings are too big?

virginia•10/7/23, 10:50 AM

because of no half vae?

virginia•10/7/23, 10:50 AM

if so, i do not notice it

Stefanoid9343•10/7/23, 11:39 AM

@Dr. Furkan Gözükara Good morning I follow step by step the lora training that you prepare on youtube until the end I have 17 images and I use the regularization woman images but when I try to use the lora nothing happen on the generated images the 17 images are pictures of a woman

Stefanoid9343•10/7/23, 11:40 AM

any advice? with dreamboth is a better way to train? what is the difference

Zono50•10/7/23, 12:37 PM

anyone got a good starting point for me getting a runpod so i can train an sdxl lora of my face?

JM•10/7/23, 12:39 PM

Who knows how to do it?Make the picture clear without losing details?

land23•10/7/23, 2:42 PM

Anyone been able to do a face swap and also swap the skin color??

EEyeSpyBekoAI Interesting. Thanks for the heads up I'll give it a shot.

mikemenders•10/7/23, 3:08 PM

This could also be an interesting solution, although I haven't played with it much: https://www.reddit.com/r/StableDiffusion/comments/16vkhrt/how_to_use_ipadapter_controlnets_for_consistent/
It also says here that you should use the IP adapter + face swap (which is ReActor). This way you can create more accurate real reproductions.:
https://www.reddit.com/r/StableDiffusion/comments/16vkhrt/comment/k2tuyfb/?utm_source=reddit&utm_medium=web2x&context=3

From the StableDiffusion community on Reddit: How to use IP-adapter...

Explore this post and more from the StableDiffusion community

CeraRalaz's comment on "How to use IP-adapter controlnets for consi...

Explore this conversation and more from the StableDiffusion community

land23•10/7/23, 3:17 PM

man it's quite annoying the majority of tutorials, including those here, are done with Automatic1111 GUI instead of with simple jupyter notebooks

GrayFox•10/7/23, 3:17 PM

Hi guys, I encountered an error when trying to train with optimizer adam8bit, does anyone have any suggestions how to solve it? Have kohya 21.8.9, Python 30.10.9

error_2.txt11.66KB

@Dr. Furkan Gözükara If I am training a model of my son, should I use reference images of boys his a

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