Software Engineering Courses (SECourses)•2y ago

onetrianer preset published in this video : https://youtu.be/0t5l6CP9eBg

Full Stable Diffusion SD & XL Fine Tuning Tutorial With OneTrainer ...

In this tutorial, I am going to show you how to install OneTrainer from scratch on your computer and do a Stable Diffusion SDXL (Full Fine-Tuning 10.3 GB VRAM) and SD 1.5 (Full Fine-Tuning 7GB VRAM) based models training on your computer and also do the same training on a very cheap cloud machine from MassedCompute if you don't have such compute...

FFurkan Gözükara SECourses onetrianer preset published in this video : https://youtu.be/0t5l6CP9eBg

Narva•5/21/24, 3:47 AM

I did too, I watched and trained with onetrainer

Narva•5/21/24, 3:47 AM

super weird

FFurkan Gözükara SECourses smart LR not working for stable diffusion 😄

dsienra•5/21/24, 3:48 AM

ohh ok I didn't know, I'm not a programmer

Narva•5/21/24, 3:48 AM

Use portrait photos taken with a sony camera

Narva•5/21/24, 3:49 AM

I used my photography lights to take the photos and stuff

Narva•5/21/24, 3:49 AM

But it didn't give me a good enough likenss

Narva•5/21/24, 3:50 AM

I'm doing a comparison, I'll send them later too see

NNarva Use portrait photos taken with a sony camera

dsienra•5/21/24, 3:51 AM

With the right parameters and number of steps full checkpoint is better, but depending your dataset number of images, etc may be it needs more steps or something

Ddsienra With the right parameters and number of steps full checkpoint is better, but de...

Narva•5/21/24, 3:52 AM

I know, I used just kind 16 portrait photos, also realistic vision model

dsienra•5/21/24, 3:55 AM

I'm not an expert but I'm talking from my own experience, I had very good results with lora too I'm not gonna lie but in my opinion Dr. Furkan Gözükara is right in this one

Narva•5/21/24, 3:55 AM

Yeah is right

Narva•5/21/24, 4:00 AM

It seems curious to me that I spent a lot of time training and spending money training full dreambooth and I got good results but with just one time that I did lora training, it gave me very good results too

dsienra•5/21/24, 4:07 AM

Lora is faster easier and it works fine for one purpose, but if you want to train a bigger dataset or many people at the same time full training is better, I had mixed results with both methods but I kept trying with different settings trainers and trainer versions, some with good results and some disappointing ones

Poppy•5/21/24, 8:11 AM

Hey, does anyone know how to tell when a file has successfully uploaded into JupyterLab? I've deployed a pod with comfyui and have uploaded a lora into the lora folder, however in http, the lora step has an error. Is there any way to know when the lora has fully loaded in to jupyterlab?

PPoppy Hey, does anyone know how to tell when a file has successfully uploaded into Jup...

TheToday•5/21/24, 8:13 AM

If it is in runpod below you get like a box with the progress

TTheToday If it is in runpod below you get like a box with the progress

Poppy•5/21/24, 8:24 AM

Thank you!

FFurkan Gözükara SECourses yes in past both degraded

dsienra•5/21/24, 8:32 AM

I was training with your new parameters, 5 people different genders and ages, no regularization images, on 30 repetitions the resemblase of the people started to get good with a simple prompt and photorealistic, but I tried some other prompts with other styles some cyberpunk and some of your prompts and they started to look baked worse and worse during the training, I was using the base model, now I stopped the training and disabled the spda optimizer and I started again, lets see..... may be is that... any idea?
I used the base model to have better compatibility with loras but if the problem continues I will try with RealVis XL 4, I'm attaching some images look ok at the beginning of the training and the baked ones with 30 repetitions

Poppy•5/21/24, 9:18 AM

does anyone know if there's a faster way to upload loras from the pc to runpod? At the moment it's taking around 40 minutes per lora

PPoppy does anyone know if there's a faster way to upload loras from the pc to runpod? ...

TheToday•5/21/24, 9:40 AM

Upload to huggingface and download in runpod

FFurkan Gözükara SECourses Kohya config updated https://www.patreon.com/posts/very-best-for-of-89213064

gohar•5/21/24, 9:54 AM

Can we expect detailed youtube tutorial of this like onetrainer soon?

hmm•5/21/24, 11:02 AM

Sandeep•5/21/24, 11:38 AM

how many images are needed for lora style ex:isometric ?

Ddsienra I was training with your new parameters, 5 people different genders and ages, no...

Furkan Gözükara SECoursesOP•5/21/24, 12:43 PM

yes style vs realism opposite

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

in last patreon post i written something related to that

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

also you should use style model as a base model for style

PPoppy does anyone know if there's a faster way to upload loras from the pc to runpod? ...

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

yes runpod ctl

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

but best is upload into hugging face repo

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

and use wget link

Ggohar Can we expect detailed youtube tutorial of this like onetrainer soon?

Furkan Gözükara SECoursesOP•5/21/24, 12:44 PM

yes but how soon cant tell

FFurkan Gözükara SECourses and use wget link

Poppy•5/21/24, 12:47 PM

Thanks

SSandeep how many images are needed for lora style ex:isometric ?

Furkan Gözükara SECoursesOP•5/21/24, 12:47 PM

there is no number

Furkan Gözükara SECoursesOP•5/21/24, 12:47 PM

if your dataset is good more better

Furkan Gözükara SECoursesOP•5/21/24, 12:47 PM

but for style i suggest min 200

Furkan Gözükara SECoursesOP•5/21/24, 1:00 PM

man this redditors never reading what i write

Furkan Gözükara SECoursesOP•5/21/24, 1:00 PM

i generated this for them:d

Poppy•5/21/24, 1:35 PM

I've deployed runpod/stable-diffusion:comfy-ui-5.0.0 but it won't let me open the checkpoint folder. I'd like to load in my dreambooth safetensors. Any idea how to do this?

RRMK Hi just checking to see if this works now ? And if so, how do I do it?

NicB•5/21/24, 1:57 PM

was updated yesterday just getting the new update transferred to all the servers. still transferring this morning.

Basically when you rent and start the Notebook in the terminal you will see a URL that is the IP address of your vm. Copy the whole thing including the token part of the URL and then you can paste it into your own computer browser

Poppy•5/21/24, 2:16 PM

@Dr. Furkan Gözükara hey again, I haven't downloaded a safetensor from huggingface to runpod before and don't think i'm doing it correctly. I've uploaded the safetonsor to huggingface and have typed wget with the hugging face link. However when this is installed in the lora folder, it installs the whole hugging face folder, when I only need the safetensor. Do you know how I can just instal the safetensor?

PPoppy I've deployed runpod/stable-diffusion:comfy-ui-5.0.0 but it won't let me open th...

Furkan Gözükara SECoursesOP•5/21/24, 2:59 PM

we have runpod auto installer have you tested? https://www.patreon.com/posts/runpod-comfyui-86062569

PPoppy @Dr. Furkan Gözükara hey again, I haven't downloaded a safetensor from huggingfa...

Furkan Gözükara SECoursesOP•5/21/24, 3:00 PM

i will make a tutorial for this

Furkan Gözükara SECoursesOP•5/21/24, 3:00 PM

i should make a quick one in few hours

FFurkan Gözükara SECourses yes but how soon cant tell

gohar•5/21/24, 3:19 PM

Plz consider it..and requested to include the procedure of selecting realvix4.0 instead of base model as i m unable to do it

FFurkan Gözükara SECourses i should make a quick one in few hours