Software Engineering Courses (SECourses)•3y ago

Many people on Reddit said that bigger Batch Size and bigger GAS will improve quality so I tried to

Many people on Reddit said that bigger Batch Size and bigger GAS will improve quality so I tried to test that but with RTX 3090 I can't even increase the GAS

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Khang

KKhang Many people on Reddit said that bigger Batch Size and bigger GAS will improve qu...

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 11:39 AM

it reduces quality for teaching a person

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 11:39 AM

it is for speed up training process

Furkan Gözükara SECourses

FFurkan Gözükara SECourses guys can you check and tell me which sound is best? tom hanks : https://github.c...

Kallamamran

K

Kallamamran•5/30/23, 11:45 AM

I would say 4640, 3520 or 960

felixsanz

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felixsanz•5/30/23, 11:46 AM

@Khang that font spacing is really annoying, it happens to me on firefox too. i use chrome just to avoid this shit XD

Furkan Gözükara SECourses

FFurkan Gözükara SECourses it reduces quality for teaching a person

felixsanz

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felixsanz•5/30/23, 11:52 AM

does batch size really affects quality?

Kallamamran

KKallamamran I would say 4640, 3520 or 960

ashley

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ashley•5/30/23, 11:55 AM

I think only 4640 and 3520, not 960.

felixsanz

Ffelixsanz @Khang that font spacing is really annoying, it happens to me on firefox too. i ...

Khang

K

KhangOP•5/30/23, 1:30 PM

Yeah I know. It's hard to read as hell. I'm using Chrome and still got this problem

felixsanz

Ffelixsanz does batch size really affects quality?

Khang

K

KhangOP•5/30/23, 1:35 PM

I'm not sure about other types of training, but in my style training (where I work with game characters in different forms like humans, humanoids, monsters, etc.), I noticed that increasing the batch size from 1 to 4 really makes a big difference in quality. So, I want to increase it even more. However, the RTX 3090 on RunPod can only handle a maximum batch size of 4.

ashley

Aashley I think only 4640 and 3520, not 960.

Kallamamran

K

Kallamamran•5/30/23, 1:45 PM

Kinda liked 960 as well though

Kallamamran

K

Kallamamran•5/30/23, 1:45 PM

It had something

Khang

KKhang Yeah I know. It's hard to read as hell. I'm using Chrome and still got this prob...

felixsanz

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felixsanz•5/30/23, 1:49 PM

go here

chrome://settings/fonts

chrome://settings/fonts

, and on the fixed-width font select monospace, inconsolata, or other monospace font

felixsanz

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felixsanz•5/30/23, 1:49 PM

that fixes it

Khang

KKhang I'm not sure about other types of training, but in my style training (where I wo...

felixsanz

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felixsanz•5/30/23, 1:50 PM

but improves it? Furkan just said that a bigger batch size reduces quality!

felixsanz

Ffelixsanz but improves it? Furkan just said that a bigger batch size reduces quality!

ashley

A

ashley•5/30/23, 1:59 PM

Yep, that was my understanding from his tutorials too.

ashley

A

ashley•5/30/23, 2:27 PM

What is the recommended Python version for Dreambooth training again?

felixsanz

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felixsanz•5/30/23, 2:28 PM

3.10

ashley

A

ashley•5/30/23, 2:28 PM

Any 3.10? or a specific point release?

felixsanz

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felixsanz•5/30/23, 2:28 PM

any

ashley

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ashley•5/30/23, 2:28 PM

Great, the RunPod template installs 3.10.10 but mine installed 3.10.6 so i was a bit concerned about that.

felixsanz

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felixsanz•5/30/23, 2:29 PM

both are ok

ashley

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ashley•5/30/23, 2:30 PM

Spot pods are saving me a lot of $

ashley

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ashley•5/30/23, 2:32 PM

Screenshot_2023-05-30_at_16.31.57.png

felixsanz

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felixsanz•5/30/23, 3:24 PM

soooo.. i've written a technical article about how stable diffusion works internally (but easy to understand for almost everyone)

felixsanz

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felixsanz•5/30/23, 3:25 PM

this is good to know because it helps understand better the most important parameters

felixsanz

F

felixsanz•5/30/23, 3:25 PM

I appreciate if someone wants to read it and even more if give me feedback

felixsanz

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felixsanz•5/30/23, 3:25 PM

https://www.felixsanz.dev/articles/how-stable-diffusion-works/

How Stable Diffusion works

Understand in a simple way how Stable Diffusion transforms a few words into a spectacular image.

felixsanz

Ffelixsanz does batch size really affects quality?

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 4:13 PM

yes

felixsanz

Ffelixsanz but improves it? Furkan just said that a bigger batch size reduces quality!

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 4:14 PM

i think it reduces for teaching a person

felixsanz

Ffelixsanz https://www.felixsanz.dev/articles/how-stable-diffusion-works/

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 4:14 PM

thanks

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 4:14 PM

i am currently focused on deep fake tutorial

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 4:15 PM

Furkan Gözükara SECourses

FFurkan Gözükara SECourses Click to see attachment

PickledJoi

P

PickledJoi•5/30/23, 5:16 PM

i don't understand. Why are you showing us a blank video?

PickledJoi

PPickledJoi i don't understand. Why are you showing us a blank video?

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 5:33 PM

this is face changed part. i will compare original and this in the youtube video

felixsanz

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felixsanz•5/30/23, 5:35 PM

i was thinking this was the original lol

felixsanz

Ffelixsanz i was thinking this was the original lol

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 5:35 PM

no you didnt watch superman :d

felixsanz

F

felixsanz•5/30/23, 5:36 PM

i didn't

Furkan Gözükara SECourses

FFurkan Gözükara SECourses this is face changed part. i will compare original and this in the youtube video

PickledJoi

P

PickledJoi•5/30/23, 5:36 PM

it was a john cena joke. "you can't see him" -> blank video

PickledJoi

PPickledJoi it was a john cena joke. "you can't see him" -> blank video

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 5:45 PM

haha really :d

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 5:45 PM

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 5:45 PM

i am also showing face restoration

Eggo

E

Eggo•5/30/23, 8:09 PM

Hey! Quick question. Should we use Python 3.10.6 for stable diffusion or is 3.10.11 fine?

Eggo

EEggo Hey! Quick question. Should we use Python 3.10.6 for stable diffusion or is 3.10...

ashley

A

ashley•5/30/23, 8:11 PM

Any 3.10.x version

ashley

Aashley Any 3.10.x version

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 8:50 PM

pretty much this

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 8:50 PM

codeformer face fixing taking forever

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 9:05 PM

felixsanz

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felixsanz•5/30/23, 9:29 PM

i don't think it's a good thumbnail

felixsanz

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felixsanz•5/30/23, 9:29 PM

it will be even smaller

felixsanz

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felixsanz•5/30/23, 9:29 PM

it's already hard to spot the difference

felixsanz

F

felixsanz•5/30/23, 9:29 PM

maybe zoom on the face?

felixsanz

Ffelixsanz maybe zoom on the face?

Furkan Gözükara SECourses

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Furkan Gözükara SECourses•5/30/23, 10:03 PM

how about this one