Software Engineering Courses (SECourses)•3y ago

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Startup time: 13.1s (import torch: 1.2s, import gradio: 0.5s, import ldm: 0.3s, other imports: 0.8s, load scripts: 4.6s, create ui: 0.3s, gradio launch: 5.4s).

Mmikemenders https://github.com/Gourieff/sd-webui-reactor

EyeSpyBekoAI•10/6/23, 9:23 PM

Hey @mikemenders , this is interesting. Do you know the difference between this vs. adetailer, or have you tested them against each other?

JJehex Hello guy's, How can I run 2 instances of SD ( a1111 ) at the same time ?

thesilvermoth•10/6/23, 9:26 PM

I also want to know this. Do I need different SD folders?

SSandstormleader so the --share command thing is broken i believe

thesilvermoth•10/6/23, 9:27 PM

It will only work if SD is on local. You can't use that command on RunPod or Kaggle

SandstormleaderOP•10/6/23, 9:36 PM

I only use local

SandstormleaderOP•10/6/23, 9:37 PM

Do I need an extension or something as well?

PIXLE•10/6/23, 9:45 PM

Question 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.

SandstormleaderOP•10/6/23, 9:48 PM

i thought about doing something lie that but my approach was going to train multiple concepts within the same model with dreambooth

PPIXLE Question for any of you: I have trained LORAs for my wife, myself, and my two ki...

EyeSpyBekoAI•10/6/23, 9:54 PM

@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.

Kking Hi @here

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

SSandstormleader @Dr. Furkan Gözükara have you tested results of data photos having a beard vs no...

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

i dont think you need

Furkan Gözükara SECourses•10/6/23, 10:11 PM

i can get shaved photo :d

Rrafraf Hey @Dr. Furkan Gözükara got amazing results for 12 image character LoRA using A...

Furkan Gözükara SECourses•10/6/23, 10:16 PM

i will explore lora adafactor later. currently finding best hyper params for dreambooth.

Rrafraf I see you are checking Adafactor SDXL TE problem on Issue #855. Does this mean A...

Furkan Gözükara SECourses•10/6/23, 10:17 PM

i 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)

SDXL text encoder turns out to be very strong and becomes so quickly overtrained

Twitter

•

10/6/23, 10:05 PM

Rriccardo can someone explain why google colab gives me this error: ImportError ...

Furkan Gözükara SECourses•10/6/23, 10:18 PM

which colab?

JJehex Hello guy's, How can I run 2 instances of SD ( a1111 ) at the same time ?

Furkan Gözükara SECourses•10/6/23, 10:18 PM

yes

FFurkan Gözükara SECourses i got super interesting finding with TE still researching. but we really need di...

rafraf•10/6/23, 10:18 PM

yea, 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

Furkan Gözükara SECourses•10/6/23, 10:18 PM

but it really doesnt worth unless you have 2 gpu

Rrafraf yea, i saw the thread. Sounds like very difficult to test for TE? Have you got s...

Furkan Gözükara SECourses•10/6/23, 10:18 PM

i dont know still searching

SSandstormleader Could not create share link. Please check your internet connection or our status...

Furkan Gözükara SECourses•10/6/23, 10:19 PM

ye it wasnt working yesterday

Furkan Gözükara SECourses•10/6/23, 10:19 PM

and today for a while

rafraf•10/6/23, 10:19 PM

I 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

PPIXLE Question for any of you: I have trained LORAs for my wife, myself, and my two ki...

Furkan Gözükara SECourses•10/6/23, 10:19 PM

you can try latent couple extension

Rrafraf I am testing AdamW8bit quality with batch sizes 1, 2, 4, 6. I am seeing what is ...

Furkan Gözükara SECourses•10/6/23, 10:19 PM

yep

Furkan Gözükara SECourses•10/6/23, 10:19 PM

this is necessary for companies

Furkan Gözükara SECourses•10/6/23, 10:19 PM

i will also research this for a company

SSandstormleader @Dr. Furkan Gözükara have you tested results of data photos having a beard vs no...

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

it adds beard hard

i tested not easy to get without a beard

rafraf•10/6/23, 10:25 PM

i 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

xyz_grid-0007-20231006232009-__lora_4du7_0103-lora_adamw8bit_40rep2bs-dim128-alpha64-000001_0.8___closeup_portrait_of_4du7_woman_green_studio_background_st.jpg

rafraf•10/6/23, 10:26 PM

interesting 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

REEM•10/6/23, 10:28 PM

@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

RREEM @Dr. Furkan Gözükara Hello, I'm trying to train LoRa on objects but it's not wor...

Furkan Gözükara SECourses•10/6/23, 10:30 PM

well it works but object training is a different methodology

Furkan Gözükara SECourses•10/6/23, 10:30 PM

i can give private consultation

FFurkan Gözükara SECourses well it works but object training is a different methodology

REEM•10/6/23, 10:33 PM

How?

FFurkan Gözükara SECourses hi

king•10/6/23, 10:36 PM

I am looking for any dev task.
Cold you help me?

Kking I am looking for any dev task. Cold you help me?

Furkan Gözükara SECourses•10/6/23, 10:37 PM

sorry i dont have any tasks

PIXLE•10/6/23, 10:40 PM

@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?

SandstormleaderOP•10/6/23, 10:48 PM

SandstormleaderOP•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

SandstormleaderOP•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...

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