Software Engineering Courses (SECourses)•3y ago

@Dr. Furkan Gözükara By chance are you planning or you already have a tutorial of the importance and

@Dr. Furkan Gözükara By chance are you planning or you already have a tutorial of the importance and explanation of the image regularization data? how this works also with the caption description?

LLEGACIES Can i train 768 on a 12gb gpu?

Metaphysix•10/9/23, 6:43 PM

I'm not sure but I think you can. I'm able to train 512 on 8GB so 12GB should be just enough for 768 (gradient checkpoint ON). Also my experience is if I train (lora) in 768 I get good results on 768 images but worse results on 512 compared to a 512 training.

MMetaphysix I'm not sure but I think you can. I'm able to train 512 on 8GB so 12GB should be...

Stefanoid9343OP•10/9/23, 6:49 PM

I train on 1024 x 1024 with runpod

Zono50•10/9/23, 6:50 PM

roop keeps saying it can't detect my face, what's the easiest way to put a white padding box around my face?

Zono50•10/9/23, 6:59 PM

i've tried like 10 different pictures, and everytime "Face not detected"

Zono50•10/9/23, 6:59 PM

even when my face is like centered in the image

FFurkan Gözükara SECourses that is why i am still on 10

RETRO•10/9/23, 7:24 PM

hey there Dr. Furkan! its me again, i was looking for some guidance.

i was hoping to restore a couple of pictures from my parents days which are a bit low resolution with little detail in their faces and the pics , i was wondering if it'd be possible to maybe upscale them, bring more detail into the picture and print em out to frame them using SD in some way since every other ai based upscaler i tried just plain out gave terrible results.

Do you think you can suggest me a cheap platform where i can run stable diffusion and mess around to get this task done, if its even possible?

second, if its possible do you think you can point your hand at any workflow for me to get this done since i am pretty new to this stuff. it'd really mean a lot to me

mikemenders•10/9/23, 8:05 PM

Is it possible that the kohya does not multiply the captions but only the images? In Auto1111, when I look at the Lora's data sheet, it only uses them all once based on the number of tags, even though the weight of the tag counts, right?

SSandstormleader is there anything like runway gen2 inside of stable diffusion?

Furkan Gözükara SECourses•10/9/23, 8:35 PM

there are some text to video extension i think like animatediff

Furkan Gözükara SECourses•10/9/23, 8:36 PM

but i havent tested yet

Mmtnmecca rtx 3090 vs 4090 24gb? extra cuda cores worth the extra cost?

Furkan Gözükara SECourses•10/9/23, 8:36 PM

4090 much stronger but not working very good on windows. probably 3090 has the best train / price performance

SStefanoid9343 @Dr. Furkan Gözükara By chance are you planning or you already have a tutorial o...

Furkan Gözükara SECourses•10/9/23, 8:36 PM

yep

Furkan Gözükara SECourses•10/9/23, 8:36 PM

on my todo list hopefully

RRETRO hey there Dr. Furkan! its me again, i was looking for some guidance. i was hopi...

Furkan Gözükara SECourses•10/9/23, 8:37 PM

you can use free kaggle with our notebook

Furkan Gözükara SECourses•10/9/23, 8:37 PM

this is something i plan to investigate too photo restoration

Furkan Gözükara SECourses•10/9/23, 8:37 PM

but i didnt have much time yet

Mmikemenders Is it possible that the kohya does not multiply the captions but only the images...

Furkan Gözükara SECourses•10/9/23, 8:38 PM

i think kohya also can read special captions toml files but i never bothered to learn

Zono50•10/9/23, 9:06 PM

Stefanoid9343OP•10/9/23, 9:44 PM

there is any command line to upload local files to runpod server? I download my model and I want to upload it is 1.7 gb

SStefanoid9343 there is any command line to upload local files to runpod server? I download my ...

Furkan Gözükara SECourses•10/9/23, 10:22 PM

yes runpodctl

Furkan Gözükara SECourses•10/9/23, 10:23 PM

or upload to hugging face and use wget

FFurkan Gözükara SECourses i think kohya also can read special captions toml files but i never bothered to ...

mikemenders•10/9/23, 10:30 PM

You have misunderstood something. If a folder is named "2_ohwx man", it will only duplicate the images in it, not the txt files...

stillmotion•10/9/23, 10:37 PM

@Dr. Furkan Gözükara do you use no_half_vaeno_half_vae with the latest vae? I've noticed when it's enabled it forces the vae to be float32, which is causing my checkpoint saving to fail (it's expecting bf16)

Sstillmotion @Dr. Furkan Gözükara do you use `no_half_vae` with the latest vae? I've noticed ...

Furkan Gözükara SECourses•10/9/23, 10:40 PM

i dont use anymore

Furkan Gözükara SECourses•10/9/23, 10:40 PM

with fp16 vae

FFurkan Gözükara SECourses yes runpodctl

Stefanoid9343OP•10/9/23, 10:45 PM

Thanks!

FFurkan Gözükara SECourses 4090 much stronger but not working very good on windows. probably 3090 has the b...

mtnmecca•10/9/23, 10:50 PM

update - I just updated from 3060 12 gb vram to 4090 24gb vram and WOW. It is amazingly fast and visibly better quality. Switched back to Windows 10 before upgrade so I don't have a comparison to W11. Amazing! btw I haven't tried training yet since I follow your runpod advice and use 48 gb vram to train.

Mmtnmecca update - I just updated from 3060 12 gb vram to 4090 24gb vram and WOW. It is a...

Furkan Gözükara SECourses•10/9/23, 10:53 PM

i also noticed this

Furkan Gözükara SECourses•10/9/23, 10:54 PM

--medvram produces different images

thesilvermoth•10/10/23, 12:20 AM

Python is using 24GB of RAM when generating images with A1111. Is that normal?

Mmtnmecca update - I just updated from 3060 12 gb vram to 4090 24gb vram and WOW. It is a...

thesilvermoth•10/10/23, 12:24 AM

I also noticed the jump in quality. It has incredible details without hires fix

Tthesilvermoth Python is using 24GB of RAM when generating images with A1111. Is that normal?

Furkan Gözükara SECourses•10/10/23, 1:00 AM

ah ram

Furkan Gözükara SECourses•10/10/23, 1:01 AM

i think caching

Furkan Gözükara SECourses•10/10/23, 1:01 AM

so normal

FFurkan Gözükara SECourses yep

Elisoli•10/10/23, 10:10 AM

If you put of a survey of most wanted tutorials i think itll maybe easier for you to see priorities (for patreon supporters)

Mmtnmecca update - I just updated from 3060 12 gb vram to 4090 24gb vram and WOW. It is a...

Elisoli•10/10/23, 10:11 AM

so no bugs using 4090 with automatic1111\kohya ?

virginia•10/10/23, 10:14 AM

hello, all, for the training note book, i found out no place to like this part, tags

virginia•10/10/23, 10:55 AM

i mean on kaggle note book, where to input --caption_extension

virginia•10/10/23, 10:55 AM

i do not see

mayna•10/10/23, 2:12 PM

Hello, Started to follow your course on youtube for quality studio images,
when installed kohya SS gui I don't have dreambooth Lora but only LORA , should I continue ? @Dr. Furkan Gözükara

mayna•10/10/23, 2:13 PM

is that normal ?

virginia•10/10/23, 2:14 PM

hello, all what is the trigger word of lora? instance name ? if i want to use revanimated as base model to train 1.5 lora, also huggingface repo id?

Vvirginia hello, all what is the trigger word of lora? instance name ? if i want to use re...

mayna•10/10/23, 2:21 PM

Hey Virginia, does Google Collab free again ?? it was recently changed to not free anymore

Deleted User•10/10/23, 2:27 PM

Deleted User•10/10/23, 2:27 PM

Running on local URL: http://127.0.0.1:7860

To create a public link, set share=Trueshare=True in launch()launch()

Deleted User•10/10/23, 2:28 PM

How to make it public

Deleted User•10/10/23, 2:28 PM

I am using mobile device

virginia•10/10/23, 2:39 PM

no colab cannot be used

Mmayna Hello, Started to follow your course on youtube for quality studio images, when...

Sendai•10/10/23, 2:56 PM

It should only say Lora at the top

virginia•10/10/23, 3:04 PM

1024 sdxl fail again ------------------------------------------------------------
Failures:
[1]:
time : 2023-10-10_15:03:15
host : 19fe5077aa6e
rank : 1 (local_rank: 1)
exitcode : 2 (pid: 1098)
error_file: <N/A>
traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
------------------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-10-10_15:03:15
host : 19fe5077aa6e
rank : 0 (local_rank: 0)
exitcode : 2 (pid: 1097)
error_file: <N/A>
traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html

virginia•10/10/23, 3:04 PM

train_network.py: error: argument --max_data_loader_n_workers: expected one argument
train_network.py: error: argument --max_data_loader_n_workers: expected one argument
Traceback (most recent call last):
File "/opt/conda/bin/accelerate", line 8, in <module>
sys.exit(main())
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 47, in main
args.func(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 977, in launch_command
multi_gpu_launcher(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 646, in multi_gpu_launcher
distrib_run.run(args)
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/run.py", line 785, in run
elastic_launch(
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 250, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:

@Dr. Furkan Gözükara By chance are you planning or you already have a tutorial of the importance and

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