whoashish115/Kitsune-Tales-E4B-JP
Kitsune-Tales-E4B-JP is a 7.9 billion parameter (effective 4.62B) LoRA SFT fine-tune of Google's Gemma 4 E4B model, developed by whoashish115. This model specializes in generating original, general-audience Japanese fantasy light-novel fiction from genre tags, a title, and a format (synopsis, short story, or continuation). It was trained on filtered synthetic data with a 32768 token context length, excelling in adherence to length, genre, and title while minimizing Chinese contamination and repetitive outputs.
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Kitsune-Tales-E4B-JP: Japanese Fantasy Light-Novel Generator
Kitsune-Tales-E4B-JP is an effective-4B parameter model (based on Gemma 4 E4B) specifically fine-tuned by whoashish115 to generate original, general-audience Japanese fantasy light-novel fiction. It can produce synopses, short stories, or continuations based on user-provided genre tags, a title, and a desired format. The model was developed using a LoRA SFT (Supervised Fine-Tuning) approach on filtered synthetic data, achieving strong performance in creative Japanese text generation within its specialized domain.
Key Capabilities
- Specialized Japanese Fantasy Generation: Creates original fantasy light-novel content in Japanese, including
あらすじ(synopsis),短編(short story), and続き(continuation). - Contextual Adherence: Demonstrates high adherence to specified genre tags, titles, and requested output lengths, significantly outperforming its base model and other comparable models in these metrics.
- High-Quality Output: Exhibits low rates of Chinese contamination, repetitive outputs, and degenerate text, ensuring cleaner and more focused Japanese content.
- Refusal of Out-of-Scope Content: Trained to refuse generation of sexual content, content involving minors, real people, copyrighted characters, hateful content, and non-fantasy genres, promoting responsible AI use.
Good For
- Hobby Writing and Brainstorming: Ideal for authors and enthusiasts looking for assistance in generating ideas, outlines, or short pieces of Japanese fantasy fiction.
- Light-Novel Style Practice: Useful for practicing and exploring the stylistic conventions of Japanese light novels.
- Research in Creative-Writing Fine-Tuning: Serves as a valuable resource for researchers studying small-model fine-tuning with synthetic data for creative applications.
- Japanese-Specific Content Creation: Provides a focused solution for generating narrative content exclusively in Japanese fantasy genres.