Software Engineering Courses (SECourses)•3y ago

Does anyone have a good link on how to create a model of something other than a person using Google

Does anyone have a good link on how to create a model of something other than a person using Google Colab notebook?
I used the link in the description for this video https://www.youtube.com/watch?v=mnCY8uM7E50&t=3168
and i uploaded 20 photos like this and the model produce these 4 photos. I haven't been able to get Dreambooth to successfully train a model on my PC because my GPU is only 8gb of VRAM. Not sure what to do.

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TTownie Does anyone have a good link on how to create a model of something other than a ...

Furkan Gözükara SECourses•6/3/23, 1:22 AM

you have prompt error

Furkan Gözükara SECourses•6/3/23, 1:22 AM

you didnt change config correctly

FFurkan Gözükara SECourses i installed it on runpod yesterday.

Nom•6/3/23, 1:38 AM

how do you mean? Do you mean that you dont get error using class images?

Just to clarify I have been using @ashleyk template mentioned here qwen-flux-wan-such and in that version of dreambooth, it errors out when you have classification images > 0

FFurkan Gözükara SECourses do a new install. dont install via windows app store

Nesith•6/3/23, 6:24 AM

what version should i get , 3.10.11?

Nesith•6/3/23, 6:30 AM

still the same , idk why

Nesith•6/3/23, 6:38 AM

julius•6/3/23, 6:56 AM

@Dr. Furkan Gözükara I'm curious after watching a few of your tutorials – what do you currently recommend as the best way to train a model to generate super realistic portraits of yourself? Kohya LoRA? Automatic1111 UI?

julius•6/3/23, 6:57 AM

I'm using a macbook, so currently using rundiffusion.com to be able to generate images. I've been using the popular Google Colab "TheLastBen" to train my dreambooth models previously. It works great thb, but a bit inconsistent, especially now as I started experimenting generating photos for other people

NNesith Click to see attachment

The Elessar [OBOI]•6/3/23, 8:58 AM

hello, this happens because you used the version supplied by the microsoft store. you should download and install the version available through python.org

The Elessar [OBOI]•6/3/23, 8:58 AM

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

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Shubham Agnihotri•6/3/23, 9:32 AM

change the port, or a restart will help as there is some application still running on this port

Aashley run in terminal: ```fuser -k 3000/tcp```

Shubham Agnihotri•6/3/23, 9:32 AM

killing the task at this port also works

Jjulius @Dr. Furkan Gözükara I'm curious after watching a few of your tutorials – what d...

Shubham Agnihotri•6/3/23, 9:34 AM

I feel Dreambooth gives the best accuracy, so if you got money, or good pc which means the same, if you got money, dreambooth will give the best results followed by Kohya and lora pretty much at the same level.. It is my experience

SShubham Agnihotri killing the task at this port also works

ashley•6/3/23, 9:36 AM

Takes more effort and more commands to detemine the process id and then to kill it

Shubham Agnihotri•6/3/23, 9:36 AM

restart the PC, the best option.. then

ashley•6/3/23, 9:36 AM

Also if Web Ui crashes during training, there will be multiple process ids to kill, so this command is better.

SShubham Agnihotri restart the PC, the best option.. then

ashley•6/3/23, 9:37 AM

For Windoews, Linux is not garbage like Windows

Aashley For Windoews, Linux is not garbage like Windows

Shubham Agnihotri•6/3/23, 9:37 AM

yea, true

NNom how do you mean? Do you mean that you dont get error using class images? Just t...

ashley•6/3/23, 9:49 AM

Is that when you don't have pregenerated classification images? There is a new commit on the Dreambooth dev branch that should fix it if you pull the dev branch. I will test it today.

The Elessar [OBOI]•6/3/23, 9:50 AM

there is a good guide to follow in order to have dreambooth working under windows? i managed to start it, but gives me warnings about cuda setup (with linux path errors)

TThe Elessar [OBOI]there is a good guide to follow in order to have dreambooth working under window...

ashley•6/3/23, 9:53 AM

What error are you getting?

Aashley What error are you getting?

The Elessar [OBOI]•6/3/23, 9:54 AM

Applying optimization: xformers... done.
CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching /usr/local/cuda/lib64...
CUDA SETUP: WARNING! libcuda.so not found! Do you have a CUDA driver installed? If you are on a cluster, make sure you are on a CUDA machine!
CUDA SETUP: Loading binary C:\A1111\stable-diffusion-webui\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cpu.so...
CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching /usr/local/cuda/lib64...
CUDA SETUP: WARNING! libcuda.so not found! Do you have a CUDA driver installed? If you are on a cluster, make sure you are on a CUDA machine!
CUDA SETUP: Loading binary C:\A1111\stable-diffusion-webui\venv\lib\site-packages\bitsandbytes\libbitsandbytes_cpu.so...
CUDA SETUP: Problem: The main issue seems to be that the main CUDA library was not detected.
CUDA SETUP: Solution 1): Your paths are probably not up-to-date. You can update them via: sudo ldconfig.
CUDA SETUP: Solution 2): If you do not have sudo rights, you can do the following:
CUDA SETUP: Solution 2a): Find the cuda library via: find / -name libcuda.so 2>/dev/null
CUDA SETUP: Solution 2b): Once the library is found add it to the LD_LIBRARY_PATH: export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:FOUND_PATH_FROM_2a
CUDA SETUP: Solution 2c): For a permanent solution add the export from 2b into your .bashrc file, located at ~/.bashrc
Running on local URL: http://127.0.0.1:7860

TThe Elessar [OBOI]Applying optimization: xformers... done. CUDA_SETUP: WARNING! libcudart.so not f...

ashley•6/3/23, 9:55 AM

Is that with CUDA version 12.1 ?

ashley•6/3/23, 9:56 AM

bitsandbytes doesn't work properly with 12.1, you have to compile it from source, rather use CUDA 11.8

The Elessar [OBOI]•6/3/23, 9:57 AM

looks like i dont' have any CUDA library dev installed, it is that?

ashley•6/3/23, 9:57 AM

You need to install a CUDA driver, not sure how to do that for Windows

The Elessar [OBOI]•6/3/23, 9:58 AM

found an installer, let's see if this sorts

The Elessar [OBOI]•6/3/23, 9:58 AM

thank you

ashley•6/3/23, 9:59 AM

Just try 11.8 and not 12.1, 12.1 has alpha features which tend to cause issues and I don't think the bitsandbytes Python module which provides the 8bit Adam optimizer supports it without compiling the module from source.

The Elessar [OBOI]•6/3/23, 10:00 AM

yes, i found an archived 11.8 version on nvidia website