Software Engineering Courses (SECourses)•3y ago

Are there any best-practices on the settings/math for training Kohya_SS styles? ie) 100-300 images.

BBecauseReasons Are there any best-practices on the settings/math for training Kohya_SS styles? ...

Furkan Gözükara SECourses•5/1/23, 2:19 PM

well best way is saving frequent epoch and afterwards doing x/y/z comparison

Furkan Gözükara SECourses•5/1/23, 2:21 PM

i have to go the gym. will be afk for a while

rafraf•5/1/23, 2:27 PM

is there a batch processing tool in kohya_ss to process multiple json config settings consecutively, to test variations of LoRA's? @Furkan Gözükara SECourses

rafraf•5/1/23, 2:27 PM

I thought there was one

pat._.fenis•5/1/23, 2:43 PM

Is the new automatic111 stable and is dreambooth fully functional? What is the best method for upgrading it if so?

pat._.fenis•5/1/23, 2:48 PM

I am hoping the upgrade will fix the LDSR issue I have.

FFurkan Gözükara SECourses because each step it trains 4 images

Isaac Brock•5/1/23, 3:08 PM

thanks, makes sense now

rafraf•5/1/23, 4:42 PM

Getting 4it/s on Kohya_ss torch 1.13... isn't 2.0 faster? You said it wasn't working so well, is updating to 2.0 not recommended? @Furkan Gözükara SECourses thx

rafraf•5/1/23, 4:43 PM

Updating should in principle speed up the training 4x no (got 16it/s on webui generating but not sure how it carries over into kohya training)? Can you qualify what you meant?

ZZono50 biggest thing when doing captions is to just use the instance prompt, if you use...

rafraf•5/1/23, 5:26 PM

Oh I see. Slow thinking. You are using captions to add specific flexible details in the portraits. Sweet. Amazing how varied methods can be. Nothing is written on stone

Ppat._.fenis I am hoping the upgrade will fix the LDSR issue I have.

Furkan Gözükara SECourses•5/1/23, 6:47 PM

i saw they fixed LDSR issue

Furkan Gözükara SECourses•5/1/23, 6:47 PM

havent tested dreambooth yet

Rrafraf Getting 4it/s on Kohya_ss torch 1.13... isn't 2.0 faster? You said it wasn't wor...

Furkan Gözükara SECourses•5/1/23, 6:47 PM

torch 2 didnt do faster for me but you can test not sure why it wasnt

Furkan Gözükara SECourses•5/1/23, 6:47 PM

posted all our tutorials here : https://github.com/FurkanGozukara/Stable-Diffusion

GitHub

GitHub - FurkanGozukara/Stable-Diffusion: Best Stable Diffusion and...

Best Stable Diffusion and AI Tutorials, Guides, News, Tips and Tricks - GitHub - FurkanGozukara/Stable-Diffusion: Best Stable Diffusion and AI Tutorials, Guides, News, Tips and Tricks

Alamin H•5/1/23, 6:48 PM

whats the problem??

AAlamin H whats the problem??

Furkan Gözükara SECourses•5/1/23, 6:50 PM

it means space character error. replace that cell with below code

Furkan Gözükara SECourses•5/1/23, 6:52 PM

hf_token = None # <---- put hf_token here only in private notebooks;
if hf_token is None:
    from huggingface_hub import login; login()  # put your hf_token in output of this cell if you want to share notebook in public;

hf_token = None # <---- put hf_token here only in private notebooks;
if hf_token is None:
    from huggingface_hub import login; login()  # put your hf_token in output of this cell if you want to share notebook in public;

Furkan Gözükara SECourses•5/1/23, 6:52 PM

you see your from has space problem

Alamin H•5/1/23, 6:53 PM

lemme try again now

Alamin H•5/1/23, 7:00 PM

gc??

AAlamin H gc??

Furkan Gözükara SECourses•5/1/23, 7:03 PM

that means you skipped this step

Alamin H•5/1/23, 7:03 PM

and what about these cells

Furkan Gözükara SECourses•5/1/23, 7:03 PM

please restart begining and execute every cell with order

Furkan Gözükara SECourses•5/1/23, 7:03 PM

if you skip a cell it wont work

FFurkan Gözükara SECourses that means you skipped this step

Alamin H•5/1/23, 7:03 PM

i did that

FFurkan Gözükara SECourses that means you skipped this step

Alamin H•5/1/23, 7:03 PM

Furkan Gözükara SECourses•5/1/23, 7:04 PM

in your code ther eis no gc

FFurkan Gözükara SECourses if you skip a cell it wont work

Alamin H•5/1/23, 7:04 PM

but i dont know why i see some new cells that i did not see on video

Furkan Gözükara SECourses•5/1/23, 7:05 PM

i will update link wait a sec

Alamin H•5/1/23, 7:05 PM

okay sir :4827spidermanok:

AAlamin H okay sir :4827spidermanok:

Furkan Gözükara SECourses•5/1/23, 7:09 PM

thanks for bringing into my attention here

Furkan Gözükara SECourses•5/1/23, 7:09 PM

https://www.kaggle.com/furkangozukara/deepfloyd-if-4-3b-generator-of-pictures-video-vers

DeepFloyd-IF-4.3B-Generator-of-Pictures Video Vers

Explore and run machine learning code with Kaggle Notebooks | Using data from T5 prompts DeepFloyd IF

Alamin H•5/1/23, 7:32 PM

yeah its working perfect now

Alamin H•5/1/23, 7:32 PM

mayen•5/1/23, 7:38 PM

@Furkan Gözükara SECourses can you help me solve this, ive been at it for 2 days i still havent been able to use kohya

mayen•5/1/23, 7:38 PM

mayen•5/1/23, 7:39 PM

RuntimeError: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 8.00 GiB total capacity; 7.20 GiB already allocated; 0 bytes free; 7.29 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.