Trained using only 12 images. - 7 on Artist's OC Marci. TRIGGER WORD: marci3k.- 2 on Artist's OC Jessie. TRIGGER WORD: jessie3k.- Further images to stabilize the style into a less scribbly note.Might need addition color tags from prompts to keep coherency (especially Jessie), but otherwise the LoRA's stable.Wai-NSFW recommended instead of Noob because the latter, for some reason, fails to pick up some of the design elements (like mismatching colors on Marci's loose socks).This has been a successful experiment on how pruning tags and training on specific few images can achieve desirable results. Using a plethora of mismatched images from different periods can lead to a bricked LoRA if the result doesn't suit your taste. It started when I found <a target="_blank" rel="ugc" href="https://rentry.org/ezlora">https://rentry.org/ezlora</a> and how it emphasized how important tag pruning and dataset quality were. Training jargon goes here: <pre><code>The key is to leave a few images depicting the character's standard appearance and associated art style instead of overloading the tags themselves. The model itself isn't stupid; it will recognize that specific 'vibe' as the default appearance of the character without you wasting tokens on more tags.</code></pre><pre><code>Some characters, with only a few training images (even as few as two), tend to divert in terms of colors. That's when you add additional correction tags to your prompt itself, not your training images.</code></pre>- Features that a character always has should not be tagged; otherwise, the AI won't understand what "marci3k" means on its own, and you would have to use a dozen tags for the job of one. If there were images of Marci in a business suit or a bikini or with blonde hair, you would add the relevant tags, because it's different from what she normally looks like.- Above applied to character-specific LoRAs or style LoRAs with a heavy amount of single-character influences.- Weakness: Extreme alternate costumes will sometimes fail as the default appearance bleeds in. Wrangling through prompts can work, but exhausting.- Is not always the best option if you want the character to have some extreme alternate appearance.Nerd talk done. Artist: <a target="_blank" rel="ugc" href="https://k1d.newgrounds.com/">https://k1d.newgrounds.com/</a><a target="_blank" rel="ugc" href="https://x.com/Th3K1D_/media">https://x.com/Th3K1D_/media</a>

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