Stable Diffusion XL | SDXL 1.0 Dreambooth Fine-Tuning LoRA Google Colab Free #sdxl1 #sdxl #sdlora

This video is about sdxl dreambooth tutorial , In this video, I'll dive deep about stable diffusion xl, commonly referred to as SDXL or SDXL1.0. If you've ever wondered about how to use fine tune sdxl using your own images , I'll be using Google Colab, a powerful tool that many of you might be familiar with, to guide you through the sdxl google colab dreambooth training and sdxl google colab lora training.

To make this tutorial relatable and exciting, I've chosen an image of the legendary Lionel Messi or Leo Messi. By the end of this video, you'll see how I successfully trained the sdxl1.0 model using Dreambooth Autotrain. The power of sdxl 1.0 dreambooth lora training will be clear by end of this video.

But, as we all know, working with Google Colab can sometimes be tricky. There are issues that can pop up, especially when diving into something as complex as stable diffusion sdxl 1.0. But don't fret! I've got you covered. Throughout this video, I'll provide detailed solutions to common problems you might face on Colab.

I will also talk about sdxl base vs refiner and how to use sdxl refiner for creating images and sdxl base too.

By end of this video you will be able to create custom SDXL 1.0 Lora or SDXL Lora or Lora SDXL by fine tuning SDXL model.

For those of you keen on sharing your work with the community, I have a special segment dedicated to showing you how to push your lora file to huggingface. This is a fantastic way to contribute to the ever-growing AI community and showcase your skills.

This video is a comprehensive sdxl 1.0 dreambooth tutorial. From the basics of sdxl dreambooth tutorial to the more advanced topics of sdxl 1.0 dreambooth google colab,
We will be going through the entire Google Colab notebook, step by step, ensuring you grasp every concept and can replicate the process on your own.

Follow me on Twitter :

Important links
Colab Link :

Other Playlists:

#Chapter
Intro 0:00
Huggingface Access Token 0:24
SDXL 1.0 Dreambooth google colab notebook walkthrough 0:51
Image Generation using SDXL 1.0 fine tuned models 5:04
SDXL Base vs SDXL refiner 7:31
Outro 8:05

[AIforSuccess]

Follow me on Twitter :

Important links
Colab Link - use updated Colab from here.

[MarccCyyY]

I have a qeustion I succesfully created the first LORA Using this model. But all other LORA I generated when I use the to create pictures they return comepletely black pictures only thing I changed was use more images and 1500 instead of the standard 500

[surajvarma]

after training the model on 500 epochs, and if we closed the colab then we need to train it once again cause it takes time

[muntahashams]

how can I give different prompts for all images?

[freegot]

How can I use a generated trained model to stable diffusion xl? For example, if I already made one model and open a new colab notebook how do I use it to generate images with that model already created? Supposing I have the safetensor file in my drive

[uzerahmed]

autotrain <command> [<args>] dreambooth: error: the following arguments are required: --project-name
need help

[sollekram]

hey, can you continue the training from where ended if the results are not great ?
and if so, how is possible of doing it ?
thanks!!

[wtwmjsb]

stable-diffusion-webui does not recognize the sdxl lora file. Is there no solution? Lora appears on the 1.5 model file side and is recognized. Unable to load into sdxl.

[wtwmjsb]

After creating the lora file in stable-diffusion-webui, has the lora not been recognized in sdxl yet? Is there any way to fix it?

[chaithanyakulkarni]

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
tensorflow-metadata 1.14.0 requires protobuf<4.21, >=3.20.3, but you have protobuf 4.23.4 which is incompatible.

any solution for this error ?

[shadowolf]

Hey! do you also have a lora training colab notebook for use with the free tier of the colab? I only want to train one subject as an sdxl lora, reply to this comment if you do because the official current kohya one is rather heavy as of this time.

[priyanshukunwar]

3:43 When referring from hugginface what should I put in project path?

[ScamsandShams]

good evening can you only use stable dufusion xl in any programmed and for none commercials only... is there any similar program's where you can use for commercial use and sell images and are theses the paid ones ?

[Arnold-Oberleiter]

How can i use my Model that is on Huggingface the fastest way if i have new projects?

[migueljeronimo]

Great tutorial, but it would be great if you explain how to load the generated model into a local tool like ComyUI

[webdancer]

Thanks for the video. Really enjoyed it.

I'll try this out. How is the refiner model used?

[wtwmjsb]

The sdxl lora file is not recognized by webui. It seems like sdxl model file problem. Can't I get the model file from the Huggingface?

[rabbilibrium]

there is no second part though in the colab

[akshara]

i am getting this error when i try to run please help pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
lida 0.0.10 requires kaleido, which is not installed.
llmx 0.0.15a0 requires cohere, which is not installed.
llmx 0.0.15a0 requires openai, which is not installed.
tensorflow-metadata 1.14.0 requires protobuf<4.21, >=3.20.3, but you have protobuf 4.23.4 which is incompatible.
tensorflow-probability 0.22.0 requires typing-extensions<4.6.0, but you have typing-extensions 4.9.0 which is incompatible.

[toasteroven]

Does this auto crop the images to the recommended 1024x1024 as well as auto format them to the right file type?