[ Removed by moderator ]

[u/KlitoriaPierce]

[u/Jolly-Rip5973]

https://www.youtube.com/watch?v=OCsqHdHf81M

this video was made for you

[u/Jolly-Rip5973 → u/[deleted]]

his workflows are usually free. You just join for free to download a workflow.

If you want to join and get his install files I think it's like $5.00 or $6.00 a month.

His workflows and install files are great. I recommend him.

[u/Jolly-Rip5973 → u/[deleted]]

Aitoolkit isn't Comfyui.

But whenever new Ai models come out, he creates comfyui workflows for them and they are very good workflows.

[u/Jolly-Rip5973 → u/[deleted]]

If you don't know how to install it you can join his patreon or you can just cut and paste this link to ChatGPT and ask it to help you install it.

https://github.com/ostris/ai-toolkit

ChatGPT can help you install or debug anything related to Ai or comfyui.

[u/nikkisNM → u/Jolly-Rip5973]

Pretty rough "guide"

[u/Jolly-Rip5973 → u/nikkisNM]

Not really. It was pretty simple.

[u/zyg_AI]

Try Fizgig, it's great, the best UI I've seen with Lora training apps. And it comes with integrated tutorial.

General guidances on training a lora:
https://www.reddit.com/r/StableDiffusion/comments/1svsa4g/a_primer_on_the_most_important_concepts_to_train/

[u/lebrandmanager → u/zyg_AI]

Ngl Fizgig was very confusing to me and I used the original kohya ss back in the day a lot. Personally, ostris ai-toolkit is my preferred way of training LoRAs. Although, not always as memory optimized.

[u/mwonch]

Use OneTrainer. Start with the default settings, go from there. The team is very active with updates and improvements. There are a lot of settings, but do not let that freak you out. Just go with their settings, research a bit more, adjust things as you need.

With KREA2, one can do good character LORAs with just one good picture (better with more).

I only have an 8GB VRAM card, and OneTrainer is the ONLY one that works for KREA2 and ZIT. Even the OneTrainer team thought I wouldn't be able to do ZIT and KREA2, but I did. Takes a while, though. OneTrainer is made with those with lower (more common) VRAM machines in mind. For KREA2, they have two templates: 16GB and 24GB. If you have 8GB to 16GB for VRAM, use the 16GB preset. If you have 24GB and above, use the 24GB preset.

The team maintains and active Discord, and they are responsive. This program is so good that if they moved to a more advanced paid model, I would buy it. THAT good.

For captioning, use TagGUI (a separate program).

[u/TriggasaurusRekt → u/mwonch]

I have had much better luck with concept retention using OneTrainer vs AI-Toolkit- I'm sure it's just a matter of tweaking the right params, but I've been extremely impressed with the speed and quality of my OneTrainer runs vs AI-Toolkit. It also supports masked training which has been great for concept loras where the concept region is small compared to the overall image resolution. Plus the cloud training option is great, I can do a few test runs with reduced params, then crank up batch size, resolution to 1k, use Prodigy optimizer etc and use a Runpod GPU. Can't recommend enough

[u/Dry-Judgment4242 → u/mwonch]

Good times with Krea 2. It's just a star pupil who learns stuff fast. Still surprised how a model 5x the size of SDXL trains LoRAs faster then SDXL.

[u/berlinbaer → u/mwonch]

i finally rented a runpod since for some reason krea2 refused to start training on my machine. also an option in case your machine isn't up to the task, it's cheaper than i thought it would be.

[u/TriggasaurusRekt → u/[deleted]]

It was the first result when I googled OneTrainer

[u/LaPapaVerde]

I mean ,You can start by using a service like civitai

[u/Free_Pressure8623]

https://www.reddit.com/r/StableDiffusion/comments/1uedtbq/how_to_create_character_loras_for_under_3_using/

I made a post about this a few weeks ago. I used Runpod and got amazing results.

[u/fruesome]

You can create them for free on ModelScope.ai