Training (Fine-Tuning) Your Own Stable Diffusion Model Using Colab

Note that the name of the instance images needs to represent the unique identifier. Need to call that name when writing the prompt!

Hello, thanks for the very helpful Tutorial. When i want to test the trained Model in Google Colab there is an error: ModuleNotFoundError Traceback (most recent call last)
<ipython-input-2-3a02e89cf6da> in <cell line: 8>()
6 from subprocess import getoutput
7 from IPython.utils import capture
----> 8 from pyngrok import ngrok, conf
9 import base64
10

ModuleNotFoundError: No module named 'pyngrok'. Can you help me with that?

nice video there, I tried with the safetensor model of dreamshapper, but it did not work. I had the model in my gdrive and provided the link to the model path but could not get pass the model download stage. Any ideas?

One thing I’m a bit confused about - what if the model already has existing images that are labeled as “Laura” from the original weights? How does it know that “Laura” should only refer to the images you fine tuned?

Excellent video and very well explained.

Thank you,, so easy

Hi Laura. I really like your videos. It could be possible to train a model to complete objects. Imagine I have objects hide by others and I want to complete those incomplete. I'm thinking in an actual application. Imagine you have fruits (i.e., apples on a tree) hidden by the leaves. I'd like to train model able to complete those fruits which are completed.

Hey Laura, thank you so much for this amazing Video! I have a question though: Whenever I reach the section "test the train model" I won't get a URL for my Model, but receive this message: " ModuleNotFoundError: No module named 'cchardet' " Why is that and how can I fix it? Thank you so much in advance!

Hi laura. How can i train stable diffusion for a specific style with dreambooth? For example i want to train it so that i can convert myself into a marvel character etc.

Hello Laura,
First of all, thank you so much for these incredible guides.
I tried running your Colab code from this tutorial and successfully completed the training 2 times. However, when it comes to testing, I am not able to launch the SD. Also, every time I run this Colab, I am not able to launch my previous Colab SD, which I did from your other tutorial. Am I supposed to install them in seperate drives???

thanks!!

we have 25gb outfit data.can we train on It.same steps.

Forgot how to do it and came back, still an awesome video :D thanks again

Hey Laura, awesome vid. I have a question though. In the training part, when I run the code, the training starts and after a minute, when it gets to the "training the Unet" part it stops, the code at the bottom says something like "something went wrong" although there is a green check mark next to the play button you click to run the code on the colab notebook. Any ideas?

Hey Laura, thanks for this really cool content and tutorials, really helping me in my learning Journey.
Im trying this one out but sadly when i try to import drive im getting the error message "
ValueError: Mountpoint must not already contain files" I already installed SD onto google drive, do I have to create a different folder to link to? Any help would be amazing. Grazie Mille x

Great video, thank you very much!

regularization part is not in the code anymore

Is there a way to do this without getting colab pro? Is there a free way?

I'm having an issue with my access to Google Colab. I'm unable to log in due to an access restriction.
Can you please help me resolve this issue?
I appreciate your help in advance......

Hey Laura, thanks for the tutorial I've run into an issue I can't figure out. When testing the trained model I dont get a local link even when I've selected local tunnel. I get this error.. any ideas? TypeError: check_deprecated_parameters() missing 1 required keyword-only argument: 'kwargs'

The "Use_localtunnel" page is asking for "Endpoint IP", do you have any idea how to obtain it?

Thanks for the tutorial, but now the localtunnel asks for IP, and i cant seem to find it, is there an alternative for this? Please help

Thank you for this video, it can be frustrating when you don't really understand what's going on and are just following tutorials

Can we train with sdxl?

Thanks for the tutorial, but now the localtunnel asks for IP. Where I can find the IP address required by local tunnel?

hello Laura, I have trained my model and I have used it. but now i want to use that trained model again. so I enter session name and it says session loaded, but now I don't know what to do next. please help me. thanks in advance.

I still have troubles with how long each and every cell takes to load... I´ve already tried it with a smaller dataset to make it faster...does the training section take half an hour for everyone else? Does it maybe have something to do with that colab keeps informing me that I got disconnected from the GPU? Sorry, i am new to this...

The "Instance Images" tab is missing from the notebook in the link to the video. How do I find that or code for it? I've looked on other websites but can't find it. Some people train their images in another website like Astria and not the google colab, but I want to keep everything in the google colab notebook. Thank you !!! I've only been able to get this far bc of your videos, this seems to be the last missing piece.

I don't have the window above "Dependencies".

Are you italian or argentinian? XD

I find that 100 steps per image makes the most sense.
You also want to set save-interval to the same number.
And if you do that, you also want to change 2e-6 to 1e-6. You don't wanna speed through the learning rate, as 100 steps per image is already the sweet spot.

Hi Laura, while Testing the trained model i cant seem to access the webpage,

Error: endpoint IP is not correct. Please try again or contact whoever gave you this link for the correct public IP.

Have you made the video to continue this one ? The one to show how to use our model.

Hello Laura I try to follow your lecture, but there is some issue.
I finished training model, and want to go in to the local tunnel url, but The site want me some tunnel creator's Ip address. How can I solve it?

Can you show how to save it as a checkpoint directly?

I think I am falling in love

hello laura i am having an issue whenever i start stable diffusion and generating image it disconnects or loading any model

Very nice and clear, Anything regarding data Privacy ?

Hi Laura thank you for the video! I was able to train the model but I have some problems with Gradio in particular:

ImportError: cannot import name 'Recordable' from 'gradio.events' (/usr/local/lib/python3.10/dist-packages/gradio/events.py)

Did they change some packages? Thank you a lot!

Hi Laura, thanks for all the explanation. I have a doubt about if I want to create a Model from scratch, how do you do that?. I was looking for it in your videos but I didn´t find it. and after that, make the fine tuning step. Grazie

Good video, but could you uuse the screen recording of the full screen? It's kind of confusing when it jumped around when the video is cut. And super zoomed in i'm losing overview of where you are on the page.

[HELP] during the Upload to Huggingface cell collab disconnected but I have my session saved in drive, how do I manually upload to Huggingface and use the darn thing. Where is the continuation of this vid?

Hi Laura! Thanks for sharing all of these videos. Do you think is possible to re train (fine tune) a model to get more "diverse" results? For Example, if I generate "pictures of CEOs" I'm gonna get lots of white man pictures, if I re train with 100 pictures of CEO of different genders and races, do you think is possible to get more diverse results? And also, do you think I can see a difference when using DreamBooth or LoRA? Thanks!

Hi, just wondering I can no longer see the option to add concept images(regularization) any ideas?

Hi Laura! Tunnel URL dont work. I clicked "Click to Submit" but it needs Endpoint IP. How can I solve this?