https://huggingface.co/datasets/opendiffusionai/laion2b-23ish-woman-solo

From the dataset page:

Overview

All images have a woman in them, solo, at APPROXIMATELY 2:3 aspect ratio. (and at least 1200 px in length)
Some are just a little wider, not taller. Therefore, they are safe to auto crop to 2:3

These images are HUMAN CURATED. I have personally gone through every one at least once.

Additionally, there are no visible watermarks, the quality and focus are good, and it should not be confusing for AI training

There should be a little over 15k images here.

Note that there is a wide variety of body sizes, from size 0, to perhaps size 18

There are also THREE choices of captions: the really bad "alt text", then a natural language summary using the "moondream" model, and then finally a tagged style using the wd-large-tagger-v3 model.

Here's my list:

• Precise control of eyes / gaze
  • Even with inpainting, this can be nearly impossible
• Precise control of hand placement and gestures, unless it corresponds to a well known particular pose
• Lighting control
  • Some models can handle "Dark" and "Blue Light" and such, but precise control is impossible without inpainting (and even with inpainting, it's hard)
• Precise control of the camera
  • Most models can do "Close-up", "From above", "Side view", etc... but specific zooms and angles that are not just 90 degree rotations, are very difficult and require a great deal of luck to achieve

Thoughts?

Hello!

I want to fine-tune an Illustrious/NoobAI base model (checkpoint) with a few hundreds/thousands images, so that it will be able to reproduce styles like Arcane, Incase, Bancin, CptPopcorn and many more out of the box. Also I want to "westernize" the model so that it could produce european/american faces/styles aswell, because it really gets boring to see only anime-like images everywhere - and they almost look like they have the same style.

I looked for some training parameters/settings, but I couldn't find anything for Illu/NoobAI fine-tuning. I even downloaded some of the best "trained" Illu/NoobAI models from Civitai and I inspected their metadata and everything and guess what. They weren't even "trained/fine-tuned" but only merged or having injected LoRAs into them. So there are lots of liars on civitai.

I know for sure that by fine-tuning you reach the maximum quality possible, that's why I don't want to train LoRAs and inject them afterwards into the checkpoint.

I have access to some 24-48 GB VRAM GPUs.

Kohya SS GUI settings/parameters are appreciated as I'm more familiar with this (or kohya ss scripts).

Thanks!

The people wanting/willing to help or to contribute to this project (and I mean being a part of it, not contributing monetarily) with knowledge and other ideas are welcomed!

Let's make a community fine-tune better than what we have right now!

Discord: tekeshix_46757
Gmail: [tekeshix1@gmail.com](mailto:tekeshix1@gmail.com)

Edit: Not LoRA training, not Dreambooth training but only full fine-tuning.

Dreambooth is better than LoRA, but still inferior to full fine-tune.

Is there a tool like vLLM to generate images over API ?

like prompt-to-image inference with easy deployment

Soo I played with ai and find out that I love tinkering with it and that my 1070 gpu is really bad at it. I want to understand what's better for me from this criteria: mainly gaming but don't really play AAA titles have 1080p monitor and want to switch to 1440p 240hrz (mostly for fps marvel rivals rn), want to tinker with ai and to do it faster than flicking 1min for 512x512 img. And want to try flux donw the road. What I was considering: - used 3090 - 4080 supper - the less likely 4090 - is there any chance to go for amd?

What to hear any pros and cons, any suggestions etc Ty

Lately skyeels seem to be the latest one, is it the best?

Couple weeks ago I saw unofficial hunyuan i2v support. Are those better?

Link me workflows/threads to follow like an ape :3

Is there a way to generate a character with different poses, but in the same environment? Currently, I am using ControlNet generate some characters that mimic the pose similar to a reference image.

However, background environment will always slightly change a bit for every run, even though I have a detailed prompt about the environment. I would like to have the same background for each run. I tried searching online but couldn't find anything similar to this.