Type | |
Stats | 198 933 4.7k |
Reviews | (32) |
Published | Jan 2, 2025 |
Base Model | |
Training | Steps: 1,370 Epochs: 20 |
Usage Tips | Clip Skip: 1 Strength: 1 |
Trigger Words | w3p0rtra1t |
Hash | AutoV2 AF27388CD9 |
I like weird, quirky portraits and have already uploaded a quite a few here on Civitai. That's how I came up with the idea of creating a LoRA for it. For the training I mainly used my own images that I created with Flux, see for example this collection. More details about the training can be found further down in the text. The result didn't turn out the way I imagined it, but sometimes interesting, cool pictures emerge. Maybe someone here has a use for it π
I have used the following phrases/keywords during training and these can enhance the effect:
(neon) face paint / make-up / hair / colors
special (eyes / hair / skin)
(lots of) flowers / jewellery (in the hair)
freckles, glasses, eyes closed
In my experience, the trigger word (w3p0rtra1t) is not absolutely necessary and can also be omitted and a LoRA strength in the range between 0.5 and 1.5 leads to interesting results.
I've also created a collection of all my showcase, test and trial images I've made with this LoRA, all with public prompts and settings. Feel free to use them as a template or starting point for your images, or remix them in other ways π
Known negative side effects
Unfortunately, when using the Lora, I found that it often produces very plastic-like faces at high strengths and depending on the keywords. Perhaps this is due to the many pictures with face paint / heavy make-up that I used for the training. Be aware of that and maybe use a lower strength or different keywords to avoid that effect.
Training details
I used 137 images for the training, all of which have a resolution of 512x512. Especially because I had unfortunately only created many of them in the small resolution and I had read that 512x512 also works quite well with Flux. In terms of image selection, I tried to choose a balanced and diverse mix of images (different genders, skin colours, styles, etc.) and not to overemphasise any of them. I then generated 20 epochs and selected epoch 17 in a lengthy process of elimination, as it provided the most interesting results.
As this is my second LoRA and I just roughly know what I am doing, I welcome any feedback or suggestions for improvement π