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    Concept > Handwritten Speech Bubbles - moss_v0.0.0
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    This LoRA is designed to generate handwritten Japanese text in speech bubbles, taking advantage of Krea2's Japanese text processing capabilities.

    For v0.0.0, I trained the LoRA on 60 speech bubbles featuring handwritten text by Hanasaka Houcha. The model has successfully learned some of the characteristics of handwritten text, but it still struggles with the following:

    • Complex long-vowel mark expressions: The original artwork features powerful, expressive long-vowel marks that extend across multiple lines. This version is unable to reproduce that style of long-vowel expression.

    • Mixing handwritten and regular typefaces: It cannot reliably generate sentences in which handwritten characters are mixed with standard, non-handwritten typefaces.

    Additionally, many of the training images include parts of characters visible alongside the speech bubbles. Since these figures were not mentioned during captioning, the LoRA often generates a woman's head or shoulders when no character is specified. Adding a prompt such as "No figures are depicted in the image" may somewhat reduce this behavior, but completely eliminating it remains difficult.

    The known limitations of Krea2 itself also remain unresolved. For example, certain commonly used kanji, such as 恥 and 噂, are still difficult for Krea2 to generate correctly.

    Description

    Initial. (Experimental)

    This LoRA was trained on MOSS Image Base using exactly the same training images, captions, and training configuration as the Krea 2 version.

    The results... might actually be pretty good.

    LORA, MOSS Image Base, dim16/alpha16, adamw8bit, LR 1e-4, cosine 2000steps, 60images.

    FAQ

    LORA
    MOSS Image

    Details

    Downloads
    130
    Platform
    CivitAI
    Platform Status
    Available
    Created
    10/17/2026
    Updated
    10/18/2026
    Deleted
    -
    Trigger Words:
    白背景に吹き出しが描かれたシンプルなイラスト 不透明のピンクと薄ピンクのグラデーションの吹き出しが右へ伸び複数行の文章が縦書きで書かれている "お”っ♡お”っ♡♡" "いぎゅ♡♡いぎゅっ" "い”ぎゅゅう”う”う”う”~~~~う”っう”っ" 複数の長音は一筆書きで表現されている 吹き出しにはハートが複数添えられている 手書き文字にも複数のハートが添えられている 手書き文字は二重線で震えが表現されている, no humans, text focus, @handwritten_speech_bubble_94255

    Files

    @handwritten_speech_bubble_94255_moss_v0.0.0.safetensors