Software Engineering Courses (SECourses)•3y ago

I'm pulling my hair out here, where does the calculation come from that you see in the text file vid

I'm pulling my hair out here, where does the calculation come from that you see in the text file video????

https://youtu.be/mnCY8uM7E50?t=1153

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Our Discord : https://discord.gg/HbqgGaZVmr. How to do free Stable Diffusion DreamBooth training on Google Colab for free. 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

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TTheWhykiki I'm pulling my hair out here, where does the calculation come from that you see ...

Furkan Gözükara SECourses•5/1/23, 1:51 PM

it is totally based on experience of users

Furkan Gözükara SECourses•5/1/23, 1:51 PM

but the best way is

TheWhykikiOP•5/1/23, 1:51 PM

I tried to get ChatGPT to explain dreambooth_training.py to me.
So far this worked well.
Then I asked what values I should put here, starting from 15 images of mine:

lr_warmup_steps, num_class_images, sample_batch_size, max_train_steps,save_interval

After analyzing all the code, I thought she should know on what bases the calculation is based. But apparently it doesn't

According to the calculation in the video it should be 15*12=180. But ChatGPT says 15...

Furthermore she says:

The number of class images --num_class_images should be set to 12, because this is the number of training images you have for your class.

The --sample_batch_size depends on how much GPU memory you have available. A batch size of 4 is relatively small and should be fine for most GPUs, but it depends on your specific configuration.

The --max_train_steps should be at least large enough to go through all the training frames once. Since you have 12 training frames and use a batch size of 1, you should set at least 12 steps, e.g. --max_train_steps=12.

The --save_interval depends on how often you want to save the model weights. A good rule is to save every few epochs. Since you only have 12 training frames, you might not want to train too many epochs to avoid overfitting. For example, if you want to train 3 epochs, you can use --max_train_steps=36 and --save_interval=12 to save the model after each epoch.

Furkan Gözükara SECourses•5/1/23, 1:51 PM

having checkpoints and comparing them

TTheWhykiki I tried to get ChatGPT to explain dreambooth_training.py to me. So far this work...

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

what gpu do you have?

TheWhykikiOP•5/1/23, 1:52 PM

Trying the Google Colab currently.

TheWhykikiOP•5/1/23, 1:53 PM

On my local machines a RTX2080 Ti and on my Laptop RTX3070 8GB. I searching for a good eGPU

TheWhykikiOP•5/1/23, 1:53 PM

On Colab its the T4 - I used the link from the video

P1pSl1p•5/1/23, 1:54 PM

3070 8gb is pretty good for local training. Just make sure you have a good cooling pad for the laptop.

TheWhykikiOP•5/1/23, 1:54 PM

I can use Dreambooth on the RTX2080 - I tested it, but my results all where bad

Not because of the machine but because of my knowledge

P1pSl1p•5/1/23, 1:54 PM

What are you trying to train? Yourself?

TheWhykikiOP•5/1/23, 1:55 PM

Yes at first myself and my son. And afterwards some Web UI

TTheWhykiki I can use Dreambooth on the RTX2080 - I tested it, but my results all where bad ...

Furkan Gözükara SECourses•5/1/23, 1:55 PM

well you have much better options

Furkan Gözükara SECourses•5/1/23, 1:55 PM

with rtx 2080 because you can easily save checkpoints

Furkan Gözükara SECourses•5/1/23, 1:55 PM

and compare them

Furkan Gözükara SECourses•5/1/23, 1:56 PM

have you installed dreambooth?

Furkan Gözükara SECourses•5/1/23, 1:56 PM

i can quickly install dreambooth on your machine

TTheWhykiki Yes at first myself and my son. And afterwards some Web UI

P1pSl1p•5/1/23, 1:56 PM

I've had much better success with KohyaSS when training people.

https://youtu.be/TpuDOsuKIBo

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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.

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If I have been of assis...

FFurkan Gözükara SECourses with rtx 2080 because you can easily save checkpoints

TheWhykikiOP•5/1/23, 1:56 PM

Yes I made that. But all of them are pretty bad. So I was wondering if it is because of my settings in the Colab.

PP1pSl1p I've had much better success with KohyaSS when training people. https://youtu....

Furkan Gözükara SECourses•5/1/23, 1:57 PM

ye these settings also working great

FFurkan Gözükara SECourses ye these settings also working great

P1pSl1p•5/1/23, 1:57 PM

For sure

Furkan Gözükara SECourses•5/1/23, 1:57 PM

256 network size works even better

TTheWhykiki Yes I made that. But all of them are pretty bad. So I was wondering if it is bec...

Furkan Gözükara SECourses•5/1/23, 1:57 PM

are you interested in learning fundementals?

TheWhykikiOP•5/1/23, 1:58 PM

The Kohya SS is running currently under my RTX2080. Im looking the video on my TV

But besides I wanted to start a training in the colab. So I can compare the LoRA and things I made with "standard" Dreambooth..

TheWhykikiOP•5/1/23, 1:58 PM

Yes sure - I watched nearly all your last Videos. The

Furkan Gözükara SECourses•5/1/23, 1:58 PM

ok with colab

Furkan Gözükara SECourses•5/1/23, 1:58 PM

how much gdrive you have?

TheWhykikiOP•5/1/23, 1:59 PM

thing with the epochs and steps and number of images in both Videos is confusing me hahahaha

TheWhykikiOP•5/1/23, 1:59 PM

currently only the free space - I need to get a credit card first to use Colab Pro

TTheWhykiki currently only the free space - I need to get a credit card first to use Colab P...

Furkan Gözükara SECourses•5/1/23, 1:59 PM

ye it is hard to understand

Furkan Gözükara SECourses•5/1/23, 2:00 PM

i explain many fundementals in this video actually

Furkan Gözükara SECourses•5/1/23, 2:00 PM

https://youtu.be/Bdl-jWR3Ukc

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Zero To Hero Stable Diffusion DreamBooth Tutorial By Using Automati...

Our Discord : https://discord.gg/HbqgGaZVmr. The most advanced tutorial of Stable Diffusion Dreambooth Training. 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

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Playlist of Stable Diffusion Tutorials, Automatic1111 and Google Colab ...

Furkan Gözükara SECourses•5/1/23, 2:00 PM

also this video will help you greatly for x/y/z plot check point comparison logic

Furkan Gözükara SECourses•5/1/23, 2:00 PM

https://youtu.be/Tb4IYIYm4os

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Automatic1111 Stable Diffusion DreamBooth Guide: Optimal Classifica...

Sign up RunPod: https://bit.ly/RunPodIO. Our Discord : https://discord.gg/HbqgGaZVmr. New best training settings for DreamBooth training in Automatic1111 Web UI. 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

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Playlist of #StableDif...