ULTIMATE FREE LORA Training In Stable Diffusion! Less Than 7GB VRAM!

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LORA is a fantastic and pretty recent way of training a subject using your own images for stable diffusion. Say goodbye to expensive VRAM requirements and hello to this innovative new way of fine-tuning! In this video I will show you how to train a LORA weight using the kohya ss GUI with less than 7GB of VRAM and how you can then use those LORA weights inside stable diffusion!

Did you manage to train a LORA weight? Let me know in the comments!
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SOCIAL MEDIA LINKS!
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Big thank you to SPYBG for his cool tricks:

Big thank to Bernard Maltais for his LORA videos and GUI:
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►► My PC & Favorite Gear:
Recording Gear:
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Special thanks to Royal Emperor:
- BSM

Thank you so much for your support on Patreon! You are truly a glory to behold! Your generosity is immense, and it means the world to me. Thank you for helping me keep the lights on and the content flowing. Thank you very much!

#stablediffusion #lora #stablediffusiontutorial
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could you make a tutorial how to train a style?

gamingthunder
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I literally JUST asked some of the guys in the Stable Diffusion Reddit how to train a Lora and figured I'd check here to see if there was a video, and as usual you do not disappoint. My hats off to you, good sir! Thanks again for all your hard work!!!!

aaronhhill
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I can't believe how easy it is to make your own lora. I've wanted to generate images of lesser known characters for months now but no loras existed because they aren't popular enough, thank you for this.

Dragon
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This is great! Thanks for keeping us up to date on these things. I honestly prefer having the training separate from my stable diffusion installation. Very easy to follow tutorial. I know the work it takes for these video's, much appreciated.

legend_of_ray
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I don't know what it is, but something about the way you explain things quickly but with such great detail is exactly perfect. I'm a little older than the rest of you guys, but I am able to (pretty much) keep up with the new methods and tools for SD thanks primarily to THIS channel. My 16 y.o. grandson now calls ME with SD questions. Thank you, Aitrepreneur. You are very much appreciated!

brynbulloch
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just a note the provided config file appears to set "mixed precision" and "saved precision" to bf16 which leads to an error, and needs to be changed to fp16 manually

sazarod
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you!!! I went through so many videos and text guides and nothing worked because there was some obscure error just sabotaging everything. Now I'm up and running with a functional GUI thanks to you. Again, thank you! Great guide!

mj
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This dude does such a great job walking through the steps and explaining everything.

mjrodriguez
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Excellent Video Thank you! One slight snag though, your json config file also changes all the directory folders to your personal file paths so people may get an error unless they reset the paths in the folders tab to their own file paths.

beantacoai
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Thank you for all the info. So far I'll say the "Save training state" option is also pretty useful for if you get something workable but it needs a little more training just give it another round using the last state saved in the model folder.

As a heads up though the next training needs either the same amount or same images as the first or it won't start. I figured that out the hard way when I tried lowering the amount of images for one pass.

kiktamo
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Absolutely amazing results!! Much better than training embeddings as previous explained method!! Thanks a lot!!

danieljfdez
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im new to this and try to learn everything important. your channel is such a BIG help! THANK YOU

allligatoahr
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I generated a LoRA model in 12 minutes with my 3060Ti (8GB VRAM) using 30 images and the Basic Settings config file. Just had to adjust "Mixed Precision" and "Save Precision" to "FP16" instead of "BF16" and select "AdamW" in the "Optimizer" dropdown instead of "AdamW8bit".

Thanks Aitrepeneur for this tutorial and all other tutorials you have made. They were very helpful to me. Much appreciated!

LuizHenriqueMiranda
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IMPORTANT NOTE : If you don't choose a custom model specifically, this process downloads a LOT of data, which isn't explained in this video. I clicked on "Train model", and it's started to download multiple files that are more than 3GB each. Ther's more than 15GB to download so the training works.

Danted
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Legend! Learnt so much from your videos my guy. Keep up gods work. 🙌

spartanbdx
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Omg I went from 400 steps taking 3 hours to 6minutes with these settings compared to one of your other tutorials. You're an absolute legend.

ethanfink
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Gotta say I love seeing the community come together to create content like this. Thanks 🙏

JustMaier
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Your tutorials are very good. I am brand new to all of this and have been able to easily follow along. You move and speak quite fast, but that's ok - this is youtube and I can keep rewinding. Your style is much preferred to some who talk too slow and take 25 minutes to get to the point, or others who show just results without explaining details. You do both very well. I can rewind, pause and take notes, and follow along. Thank you very much for this! Next I want to find out if I can continue to further train lora like we did SD model training like in your other videos. What I mean is: can you add more training to an existing lora? Can I start a basic one then train it further?

revenger
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Got my first ever lora model made! Thanks a lot supreme Ai Overlord!

odawgthat
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Again... I have followed many tutorials online, and yours is the only one that worked. Great job on explaining things, the others always skipped explanations.

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