Intro to LoRA Models: What, Where, and How with Stable Diffusion
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- čas přidán 8. 05. 2023
- In this video, we'll see what LoRA (Low-Rank Adaptation) Models are and why they're essential for anyone interested in low-size models and good-quality output. Next, we'll go through the process of finding and downloading the best LoRA Models available online. We'll finally see how to integrate these models into Stable Diffusion and how to use them.
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Hugging Face LoRA Library: huggingface.co/lora-library
00:14 What are LoRA Models?
04:05 Where to download LoRA Models?
04:10 Hugging Face LoRA Library
04:16 CivitAI LoRA Models
05:37 Download LoRA Models
05:47 Where to save LoRA Models to use them within Stable Diffusion
07:47 How to use LoRA Models
16:51 Combine more than one LoRA Model
#aiart #stablediffusion #generativeart #lora #stablediffusiontutorial
Laura expalining LoRA 😳😳
This is the first video that actually helped me understand what a LoRA is and how to use them. I've kinda had a hunch but I didn't really fully grasp them until your explaination. Thank you! I'm stoked to try LoRA models!
Laura talking about Lora! Great job. Did not know about the useful AnyLora checkpoint. Definitely make that video about training our own Lora's.
Laura, I just cannot pay you enough thanks for this video. I started with StableDiffusion from the beginning. There were many CZcams vids that I watched and became totally confused as SD spiralled out of control. Your video has brought me down to Earth again. All of your concise explanations have registered with me and I now understand what's going on. Keep up the good work!
youre an excellent teacher. i have absolutely no technical background and I'm able to follow and understand your instructions.
I've been generating with SD1111 for about 6 months and had no grasp at all between Loras and checkpoints - thank you so much for these extremely clear instructions 🙏
Thanks for your clear explanation! I just got into sd last week and I’m trying to get up to speed. This was very helpful!
Yours is the first video I have seen that actually explains what LoRA is…thank you. Thank you for explaining and showing what you are doing. New subscriber.
Thank you very much for this intro video to LoRA. I'm new to this and just got stable diffusion setup just the other day. I was able to understand your instructions very well and was able to create the exact image I found from citivai. This is all very cool stuff and I can't wait to play with this.
Thank you Laura, I know few CZcamsrs who explain in as much detail as you do. You have a follower from Mexico.
Your content is great. I am following you and subscribing everywhere. There are Ai that has models Lora installed and it's possible also to upload more models, but few explanations about what they are. Of course, I understood what they do but I wanted more than just picking and using models. As a newbie to AI, I need to know what I am doing! Thank you so much Laura.
Great explanation. Ive found a lot of videos don't explain SD very clearly but this one does.
Laura, you are fabulous. Just like Jason below, you were brilliant in telling me EXACTLY what I needed to do to use Loras in SD. Thank you so much. I am gonna Subscribe right now. 🙂
What a great video. I just started with Stable Diffusion on my local pc. You helped me a lot, thank you!
as per comment below...searched through heaps of videos and this was the first one that made sense of everything! Other videos I think are for more experienced users. Many Thanks !!!!😃
I learned more from this video today just about how to properly run the ui than I have from all the stuff I've been reading, and I've been reading a lot
wow, really great video. Super clear and useful, thank you!
This video was super helpful! I watched it two times, I look forward to more of your content!
wow miss carnevali! i learned more from you in 22 mins then the last 6 months!
That was the most easiest tutorial and explanation ever! ♥ Thank you so much! i was so confused how to use Loras vs checkpoints. You helped so much!
New to all of this and didn’t understand all the concepts. You explained very well along with examples. Thank you!
Laura introduces LoRA. Fantastic! TQVM!!
Laura is an amazing explainer. So clear and succinct. Good Job! I learned so much. Subscriber for life.
Excellente...concise and pleasant instructions...Thank You for all the hard work and time ,,not to mention..the dedication you invested into this great tutorial...from all of us to You..a special Thank You..Bravo!!!
Thank you so much for explaining things so clearly! Subscribed and will bingewatch!
Everyone else giving tips seem to be three steps ahead
Thank you so much for thoroughly explaining the basics :)
You did an amazing job explaining everything. Please make more content. I just subbed!
many thanks for sharing - this is a brilliant explanation and got me up and running very quickly!!
Thank you Laura! You're amazing!
thank youuuu. best tutorial about image generation ive seen so far
Thanks Laura, your video helped me to use a Lora for the first time and understand it!!
THANK YOU !!! THE CLEAREST EXPLANATION YET !!!
Excellent tutorial, very helpful - thank you.
This is so helpful! Thank you so much for sharing!
00:12 🧠 Laura models are fine-tuned models for generating images based on specific styles, objects, or characters.
01:08 🚀 Laura models are smaller and more efficient than normal models, producing high-quality images due to training on the cross-attention layer.
03:01 🛠️ Laura models can't be used alone but need to be combined with other models like Stable Diffusion 1.5 or other compatible models.
03:43 📦 Laura models are now integrated into Stable Diffusion, eliminating the need for separate activation and extension installation.
04:24 🌐 Laura models can be found on platforms like Hugging Face or CVD AI, where users can download and apply them for image generation, requiring specific trigger words in the prompts.
Made with 🎯 Key Takeaways for quick navigation:
LORA = Low-Rank Adaptation
Thank you so much. Please, more videos about this. It would be nice to learn about to create model also.
Excellent explanation!! Thank you!!
very nice, very nice
the tutorial also.. :D
anyways, thank you for making this video. I finally managed to wrap my head around on to how to use loras with my invokeAI
Best tutorial on LoRA's, thank you!
Laura talking about Lora! amazing, thankyou the tutorial , it was very helpful , you have such a lovely kind personally. you remind me of a very close lady friend i once knew her name was also LAURA , sadly she was one of the first to get covid and died, i have a song that i play when i think about her, its called Laura sung by Matt Monro, from now on when I play the song I will also think about you as well , Laura when you get a minute please go and play the song .💐💐💐
👀👀👀👀
Nice Introduction to get an overview about LoRas. Thanks!
Wow you actually explained everything I needed to know
I learned so much from this video. thank you so much!
Laura explaining LoRA. Thanks so much.
very nicely explained! Thank you!
Brilliant video - Thanks!
Just subscribed, as your videos are packed with down to earth explanations. Bravissima
Subscribed to your channel -- i've watched 3 vids of yours now; very helpful 💫
THANK YOU so much! This was an amazing video. Simple and effective explanation. Liked + subbed!
Now, this was a very useful introduction to LoRA. You explained everything I wanted to know. This saved load of time :) Thanks for an excellent video!
Thanks for the clear video
Great tutorial ,thanks..
you are a great techer... i learned a lot from this video,,subscribed
Very Clear. Thanks
Thank you Laura!
honestly, you are amazing
Finalmente un inglese che si capisce!!! 😊 Mi stai insegnando parecchie cose. Grazie
I was just wondering where you were 😅. Great video! Thank you 🙏
Thank you very much... the other videos just do not do things step by step as you did. Thanks for helping a newbie :)
Please make a video simplifying how to train a custom lora
Thanks, this was very useful.
This was so helpful! Thank you! Any chance you can make a video on textual inversion next?
yep, can do that
great video again, thanks :)
So much information! Thanxs
Grazie mille per il video Laura 👏🏻👏🏻👏🏻
great tutorial, thank you!
Great video! Thank you!!!
Thanks for the video
Thank you! Great channel!! :))
Thank's for explaining !
Very instructive vídeo! Greetings from Brazil!
Great video! Thanx.
This was a great video. Thanks for putting it together. Would love to see a video about how to build a LoRA model.
czcams.com/video/xholR62Q2tY/video.htmlsi=8JIgfajUwyVqs8dr
While watching your video, I am rendering some shots in Stable Diffusion since past 48 hours... I was curious How I could use Ai power in my MotoVlogging...
And just last night i came across LoRa models, I was curious about it's functions and damn CZcams red my mind 😅 and suggested your video 😊
This was very helpful, thank you
Thank you so much, so straight to the point and easy to follow! Still haven't managed to make it work tho because the interface of Kohya for me looks different than in your video, so I end up with errors both on Windows and Mac. Would really appreciate an update on this!! :)
Can try with this: czcams.com/video/tZjlTpTZ8Lc/video.html
Randomly bumped here. Awesome to see my models featured. Make sure you also use highres fix when you generate a subject you like.
Ehy Lykon, love your models! Good to see you here ;)
Brava Laura. Finalmente ho capito per bene come si usano i Lora Models. :)
Grazie per i tuoi video! Molto ma molto utili!
Good explanation. Thanks
Very nice video, everything is very clear and well explained! If you don't know what to do next video about, I suggest UPSCALING 😅🤣
Great video!
Great video on LoRas by Laura.
Molte Gracie. Yes, would love to see how to train my own Lora model.
Excellent explanations, best one on how to use stable diffusion, all other videos leave out far too many essential small details
at this point I am always thinking: "Okay..is this real? oO"
Same with Laura ^^
Watching your video makes me wonder why everyone has to make this topic so complex! Fantastic video, new subscriber to your channel! Love the "In the past..." comment lol
Please shoot more videos, I can keep listening you forever
😂
great, thanx for the valuable info 🙂
Thank you very much!
Hi dear Laure... I really thank you for clear and cool tutorial... what you wrote in to terminal about restart your stable diffusion?
Thanks! Very easy to follow
Also, you’re beautiful and I love your accent ❤
Complimenti, molto competente!
Good explanation, to the point
Hey, LauRA! I just found your channel and I have already learned a few things from watching your videos. Thank you for your excellent content.
Are you Italian or Spanish? :)
Italian!
Great Content
Buongiorno Laura! Really appreciated your video. I just installed Easy Diffusion last Sunday and got lost until I found your videos. Now I can brag and say I understand a little about Generative AI. So thanks a bunch I got started. Now I need more so I brows((big)) cat. Would you please suggest the title of your video you discuss that? You surely already have! 😊😊 Thanks
Hello Laura, thanks for another excellent video and that is easy to follow. I have a question. How do we use multiple Lora Models, So I want to create an image with multiple people using different Lora models and clothing styles. Can't seem to figure that out.
Hi, only need to add trigger words for different lora, plus add the lora in the prompt ( )
Very good explanation, thanks for the weight tip for multiple models, that had eluded me =)
thank you