Software Engineering Courses (SECourses)•3y ago

My installation had somehow stopped working. It does from time to time. Dunno why, but I'm installin

My installation had somehow stopped working. It does from time to time. Dunno why, but I'm installing a shitload or other AI-tools and updates all the time, so it probably have something to do with that. I just wish all tools used venv so the installations was separate form eachother

KKallamamran My installation had somehow stopped working. It does from time to time. Dunno wh...

Furkan Gözükara SECourses•5/3/23, 9:39 AM

100% agreed

KallamamranOP•5/3/23, 9:39 AM

Well... Now it's running again atleast

Furkan Gözükara SECourses•5/3/23, 9:39 AM

in this video I explained how to use venv

https://www.youtube.com/watch?v=B5U7LJOvH6g

YouTubeSECourses

How To Install Python, Setup Virtual Environment VENV, Set Default ...

How to install Python, have multiple Python installations, set system wide default Python version. How to compose venv for any Python installation, change Python default path, and install SD web UI properly. Discord: https://bit.ly/SECoursesDiscord.

If I have been of assistance to you and you would like to show your support for my work, please...

Furkan Gözükara SECourses•5/3/23, 9:39 AM

I am working on a tutorial for locally using DeepFloyd IF with a nice UI

KallamamranOP•5/3/23, 9:40 AM

problem is... My day is only 24 hours I'd like at least the double to be able to both keep up and actually use the tools for something other than just testing stuff

KallamamranOP•5/3/23, 9:41 AM

I have no idea how you get the time

KallamamranOP•5/3/23, 9:41 AM

I'm planning to watch this next "Longgboi 64K+ Context Size / Tokens Trained Open Source LLM and ChatGPT / GPT4 with Code Interpreter"

KKallamamran I'm planning to watch this next "Longgboi 64K+ Context Size / Tokens Trained Ope...

Furkan Gözükara SECourses•5/3/23, 9:48 AM

thanks for replies. ye i am sleeping lesser and spending huge time nowadays

really really hard to keep up

KallamamranOP•5/3/23, 11:37 AM

Yeah like... I just stubled on LORA block weight... WTH.... What is that?

John Cox•5/3/23, 11:47 AM

I am using Dreambooth using your guide (which is awesome by the way!) but I get the following error when trying to train a model 'Please check your dataset directories.' I have my images in the following folder C:\johntrain and this is what I entered into the Dataset Directory. Do you know what I am doing wrong?

John Cox•5/3/23, 11:57 AM

Ignore me, I restarted my webui-user.bat and it fixed it!

JJohn Cox I am using Dreambooth using your guide (which is awesome by the way!) but I get ...

Furkan Gözükara SECourses•5/3/23, 12:14 PM

welcome

JJohn Cox Ignore me, I restarted my webui-user.bat and it fixed it!

Furkan Gözükara SECourses•5/3/23, 12:14 PM

nice

rafraf•5/3/23, 12:46 PM

Is there a necessary correlation between the base model used for training Lora and the generated class dataset? Does the class images have to be generated by the base model used? Are we attempting to pass the model weights (bias?) to the trained Lora model? Trying to understand the underlying logic @Furkan Gözükara SECourses

Rrafraf Is there a necessary correlation between the base model used for training Lora a...

Furkan Gözükara SECourses•5/3/23, 12:50 PM

if you use other images than the model you are training on, it will do also fine tuning according to those new images

Furkan Gözükara SECourses•5/3/23, 12:50 PM

so the model original knowledge of that class will change

rafraf•5/3/23, 12:52 PM

So one should try to use images generated by the base model used for the Lora in order not to mess up the models own fine tuning. I'm going to test this out

AlaBeat•5/3/23, 12:56 PM

can someone help me with this error on runpod?

message.txt16.42KB

AAlaBeat can someone help me with this error on runpod?

Furkan Gözükara SECourses•5/3/23, 12:57 PM

welcome

Furkan Gözükara SECourses•5/3/23, 12:57 PM

what are you trying to do_?

AlaBeat•5/3/23, 12:57 PM

i try to launch relauncher.py with python relauncher.py

AlaBeat•5/3/23, 12:58 PM

i just finished setting up my runpod using your videohttps://www.youtube.com/watch?v=zA4LksIVas8&t=334s

YouTubeSECourses

RunPod Fix For DreamBooth & xFormers - How To Use Automatic1111 Web...

RunPod: https://bit.ly/RunPodIO. Discord : https://bit.ly/SECoursesDiscord. How to install latest version of Automatic1111 Web UI and #DreamBooth on #RunPod. If I have been of assistance to you and you would like to show your support for my work, please consider becoming a patron on

https://www.patreon.com/SECourses

Playlist of #StableDiffusi...

AlaBeat•5/3/23, 12:58 PM

but before i never encountered this error

FFurkan Gözükara SECourses if you use other images than the model you are training on, it will do also fine...

rafraf•5/3/23, 1:07 PM

another question. Batch size will affect how exactly the learning rate? I know one should divide total steps by batch size to get the number of steps. So for a training of (12 instance images x 10 epochs x 80 repeats) (total 9600steps) / batch size = 1200 steps... I use batch 8 to speed up the process, but does this degrade the learning rate or loss? And I guess 1200 steps is on the low side. I should be rather between 1500-3000 steps after batch divide, correct?

AlaBeat•5/3/23, 1:09 PM

what.... now it worked, i haven't done anything, just stopped and started my pod...?? maybe some bugs related to runpod??

Joaco•5/3/23, 1:38 PM

Hey guys. Thank you Furkan for your contributions!
I've a question. I'm running Dreambooth trainings with the A111 SD extension. I've a Nvidia GeForce RTX 3060 12gb. For what I've seen from your videos, the card should be able to make 5-7 it/s right? I don't know if anyone here has the same card and does trainings...
I'm stuck in 2.5 it/s and can't go any faster, I've tried a lot of things. Do anyone here know what things I should test or check to see if there's any issue or that's the expected card speed?

AAlaBeat what.... now it worked, i haven't done anything, just stopped and started my pod...

Furkan Gözükara SECourses•5/3/23, 1:40 PM

possibly

Rrafraf another question. Batch size will affect how exactly the learning rate? I know o...

Furkan Gözükara SECourses•5/3/23, 1:42 PM

batch size makes things different. it changes how the model learns : https://www.baeldung.com/cs/epoch-vs-batch-vs-mini-batch

Baeldung on Computer Science

Differences Between Epoch, Batch, and Mini-batch | Baeldung on Comp...

Explore the differences between an epoch, a batch, and a mini-batch.

Furkan Gözükara SECourses•5/3/23, 1:42 PM

i think for teaching a face batch size 1 works best

JJoaco Hey guys. Thank you Furkan for your contributions! I've a question. I'm running...

Furkan Gözükara SECourses•5/3/23, 1:42 PM

it is for generating images not training

Furkan Gözükara SECourses•5/3/23, 1:42 PM

training slower

FFurkan Gözükara SECourses batch size makes things different. it changes how the model learns : https://www...

rafraf•5/3/23, 1:42 PM

Thanks. will read up on this

Furkan Gözükara SECourses•5/3/23, 1:43 PM

so instead of showing a picture at a time

Furkan Gözükara SECourses•5/3/23, 1:43 PM

changing weights

Furkan Gözükara SECourses•5/3/23, 1:43 PM

you show multiple images to model

Furkan Gözükara SECourses•5/3/23, 1:43 PM

change weight according to all

FFurkan Gözükara SECourses so instead of showing a picture at a time

dst19•5/3/23, 3:37 PM

Hi Furkan, saw your Lora dreambooth video and wondered if you could share the CKPT file of your trained facf

dst19•5/3/23, 3:37 PM

*face

dst19•5/3/23, 3:37 PM

I'd like to play around and see how photorealistic it is myself.

dst19•5/3/23, 3:38 PM

Refering to this video https://youtu.be/TpuDOsuKIBo

YouTubeSECourses

Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffu...

#Kohya SS web GUI DreamBooth #LoRA training full tutorial. You don't need technical knowledge to follow this tutorial. In this tutorial I have explained how to generate professional photo studio quality portrait / self images for free with Stable Diffusion training.

Our Discord server

https://bit.ly/SECoursesDiscord

If I have been of assis...

Ddst19 Hi Furkan, saw your Lora dreambooth video and wondered if you could share the CK...

Furkan Gözükara SECourses•5/3/23, 3:43 PM

My own face ckpt?

Furkan Gözükara SECourses•5/3/23, 3:44 PM

Why would you need that

Furkan Gözükara SECourses•5/3/23, 3:44 PM

By the way I did training realistic vision model

Furkan Gözükara SECourses•5/3/23, 3:44 PM

Download link already in gist file

Jcs•5/3/23, 4:36 PM

Hey! Love the tutorials. Im getting stuck at generating images in Automatic1111 getting "OutOfMemoryError: CUDA out of memory." tried a bunch of things but havent been able to solve it yet. Any ideas?

TheRustingDeadAdmin•5/3/23, 4:36 PM

means you dont have enough vram

Jcs•5/3/23, 4:37 PM

is the only real solution to use a better graphics card?

Jcs•5/3/23, 4:37 PM

or is there some settings i can use that help reduce the load on VRAM

TheRustingDeadAdmin•5/3/23, 4:37 PM

get a bigger/better card or use runpod/google collab. there are many techniques @Furkan Gözükara SECourses shows in his video many techniques to lower vram make sure to watch closely

Jcs•5/3/23, 4:38 PM

ah got it, thanks!

My installation had somehow stopped working. It does from time to time. Dunno why, but I'm installin

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