Software Engineering Courses (SECourses)•17mo ago

i wonder if reason is windows vs ubuntu

Furkan Gözükara SECoursesOP•8/22/24, 11:27 PM

need to check this on runpod

FFurkan Gözükara SECourses i wonder if reason is windows vs ubuntu

nicearoni•8/22/24, 11:28 PM

wouldn't surprise me - gotta love\hate windows sometimes haha

FFurkan Gözükara SECourses 24 gb config uses 17gb :

nicearoni•8/22/24, 11:32 PM

driver version 535 is rather old yes? i'm on 560.81. probably not going to try and revert back and risk screwing things up but makes me wonder

Darth Teethius•8/22/24, 11:32 PM

What speed did you get on the 3060 10gb test?

Nnicearoni wouldn't surprise me - gotta love\hate windows sometimes haha

Furkan Gözükara SECoursesOP•8/22/24, 11:33 PM

testing now

Nnicearoni driver version 535 is rather old yes? i'm on 560.81. probably not going to try a...

Furkan Gözükara SECoursesOP•8/22/24, 11:33 PM

i think newest driver may be better

DDarth Teethius What speed did you get on the 3060 10gb test?

Furkan Gözükara SECoursesOP•8/22/24, 11:34 PM

around 22 second / it

Furkan Gözükara SECoursesOP•8/22/24, 11:34 PM

20-22 second

Furkan Gözükara SECoursesOP•8/22/24, 11:34 PM

you can reduce to 512px it speed up like 2.5x but reduces quality slightly

Darth Teethius•8/22/24, 11:34 PM

Ok that makes sense. Im getting about 25 s/it

DDarth Teethius Ok that makes sense. Im getting about 25 s/it

Furkan Gözükara SECoursesOP•8/22/24, 11:37 PM

ye seems about right

Furkan Gözükara SECoursesOP•8/22/24, 11:37 PM

slow but quality is almost same as 48 gb config

Furkan Gözükara SECoursesOP•8/22/24, 11:37 PM

i didnt notice much diff

Furkan Gözükara SECoursesOP•8/22/24, 11:37 PM

it is mind blowing this is 12b model

nicearoni•8/22/24, 11:40 PM

I'm currently running Best_v1_5e_5_max_grad_norm_0 from v3 of the config scripts - loras are coming out at about 2.3gb each, does that sound right?

Nnicearoni I'm currently running Best_v1_5e_5_max_grad_norm_0 from v3 of the config scripts...

Furkan Gözükara SECoursesOP•8/22/24, 11:40 PM

yep sounds accurate

Furkan Gözükara SECoursesOP•8/22/24, 11:40 PM

since we are saving as float

Furkan Gözükara SECoursesOP•8/22/24, 11:41 PM

you can save as bfloat too - reduces size by half

Furkan Gözükara SECoursesOP•8/23/24, 12:35 AM

on runpod initial loading for flux training takes forever

Furkan Gözükara SECoursesOP•8/23/24, 12:36 AM

definitely go with massed compute guys

Furkan Gözükara SECoursesOP•8/23/24, 12:41 AM

dmn rtx 3090 gets 5.75 second / it on linux and i get 7.78 second it on windows rtx 3090 ti

Furkan Gözükara SECoursesOP•8/23/24, 12:44 AM

i think i found the reason why windows slow

Furkan Gözükara SECoursesOP•8/23/24, 12:44 AM

testing

AIGambino•8/23/24, 12:46 AM

dr did you have an autocrop thing we can use?

AAIGambino dr did you have an autocrop thing we can use?

Furkan Gözükara SECoursesOP•8/23/24, 12:46 AM

yep here : https://www.patreon.com/posts/sota-subject-and-88391247

Patreon

SOTA Subject Cropper and Face Focused Image Resizer Scripts Do Bett...

Get more from SECourses: Tutorials, Guides, Resources, Training, FLUX, MidJourney, Voice Clone, TTS, ChatGPT, GPT, LLM, Scripts by Furkan Gözü on Patreon

Furkan Gözükara SECoursesOP•8/23/24, 12:46 AM

12_Jan_2024_auto_cropper

Furkan Gözükara SECoursesOP•8/23/24, 12:46 AM

use 12_Jan_2024_auto_cropper then resizer to get exact size

dsienra•8/23/24, 12:49 AM

It makes sense to use a lora rank that high for a 12 billion parameter model? to train just a person? may be even rank 4 or 8 is mora than enough

Ddsienra It makes sense to use a lora rank that high for a 12 billion parameter model? t...

Furkan Gözükara SECoursesOP•8/23/24, 12:50 AM

well full fine tuning yields best at sdxl

Furkan Gözükara SECoursesOP•8/23/24, 12:50 AM

so more should be better imo :d

dsienra•8/23/24, 12:55 AM

you posted some tests a time ago and higher ranks degraded the backgrounds

Ddsienra you posted some tests a time ago and higher ranks degraded the backgrounds

Furkan Gözükara SECoursesOP•8/23/24, 12:57 AM

i dont remember but i should retest with flux

Furkan Gözükara SECoursesOP•8/23/24, 12:57 AM

after finalized config

AIGambino•8/23/24, 12:57 AM

weird I used the autocrop tool and its not on a person so its flipping the images randomly

AAIGambino weird I used the autocrop tool and its not on a person so its flipping the image...

Furkan Gözükara SECoursesOP•8/23/24, 12:58 AM

you need to set class

Furkan Gözükara SECoursesOP•8/23/24, 12:58 AM

or wont work

AIGambino•8/23/24, 12:58 AM

whats that

Furkan Gözükara SECoursesOP•8/23/24, 12:58 AM

Yolo V7 supports different classes as well. So you can change person into different classes you wish.

names: ['person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 'train', 'truck', 'boat', 'traffic light',
'fire hydrant', 'stop sign', 'parking meter', 'bench', 'bird', 'cat', 'dog', 'horse', 'sheep', 'cow',
'elephant', 'bear', 'zebra', 'giraffe', 'backpack', 'umbrella', 'handbag', 'tie', 'suitcase', 'frisbee',
'skis', 'snowboard', 'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard', 'surfboard',
'tennis racket', 'bottle', 'wine glass', 'cup', 'fork', 'knife', 'spoon', 'bowl', 'banana', 'apple',
'sandwich', 'orange', 'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair', 'couch',
'potted plant', 'bed', 'dining table', 'toilet', 'tv', 'laptop', 'mouse', 'remote', 'keyboard', 'cell phone',
'microwave', 'oven', 'toaster', 'sink', 'refrigerator', 'book', 'clock', 'vase', 'scissors', 'teddy bear',
'hair drier', 'toothbrush']

Furkan Gözükara SECoursesOP•8/23/24, 12:58 AM

maybe i can improve script in future with a bette rone

AIGambino•8/23/24, 1:00 AM

under what script is this?

AIGambino•8/23/24, 1:00 AM

I see in the post it says cropper but there is no cropper

Furkan Gözükara SECoursesOP•8/23/24, 1:02 AM

the crop works but it doesnt crop subject

Furkan Gözükara SECoursesOP•8/23/24, 1:02 AM

i explained in video

Furkan Gözükara SECoursesOP•8/23/24, 1:02 AM

i mean body parts of subject

Furkan Gözükara SECoursesOP•8/23/24, 1:03 AM

https://youtu.be/Fbuyu35TkE4

YouTubeSECourses

SOTA Image PreProcessing Scripts For Stable Diffusion Training - Au...

One of the most important aspect of Stable Diffusion training is the preparation of training images. In this tutorial video I will show you how to fully automatically preprocess training images with perfect zoom, crop and resize. These scripts will hugely improve your training success and accuracy.

Scripts Download Link

https://www.patreon...

SOTA Image PreProcessing Scripts For Stable Diffusion Training - Au...

AIGambino•8/23/24, 1:03 AM

I'm trying to create an arcitecture lora

AIGambino•8/23/24, 1:03 AM

of my hallway as a test

Furkan Gözükara SECoursesOP•8/23/24, 1:03 AM

if you need background remove i have better app

Furkan Gözükara SECoursesOP•8/23/24, 1:03 AM

https://www.patreon.com/posts/109913645

Multiversed•8/23/24, 1:11 AM

I just loaded the cfg on a 4070 12gb machine. My 3060 runs your FLUX script at around 30sec/it, but the 4070 is @ 200sec/it. the only difference I can see is python version is 3.10.9, and I know you've got 3.10.11 in the requirments. So, do you believe that's a starting point for troubleshooting? Just seemed like a minor version issue, but i don't really have a grasp on python

i wonder if reason is windows vs ubuntu

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