AnimaEdit: Reference & Instruction Image Editing LoRA

🎯 Prompting Strategies (3 Supported Modalities) The training pipeline exposed the model to three distinct prompt structures—use whichever fits your workflow:

Imperative Instruction: Direct commands specifying the exact modification. "change clothing to a navy blue school uniform blazer, keep hair and expression same"

Conversational / Descriptive: Contextual natural language explaining the intended delta. "make the character smile brightly with eyes closed, keeping the beach background untouched"

Minimal Keyword Triggers: Compact tag sequences for automated batch pipelines. "winking, happy, blush, same character, same pose, same clothing"

Background Replacement: Swap exterior environments, weather, time of day, and scenic architecture. General Scenery & Environmental Edit: Modify localized lighting, room interiors, foliage, and ambient props. Pose Alteration: Reposition limbs, hands, head turns, and dynamic postures. Clothing & Costume Swap: Complete outfit replacement, textile changes, and uniform swaps. Hairstyle Manipulation: Adjust hair length, twin-tails, buns, braids, and hair color. Expression Adjustment: Smile, wink, surprise, blush, focused gaze, and emotional shifts. Character Insertion: Introduce consistent anime subjects into established backgrounds. Background Extraction & Subject Isolation: Cleanly isolate character cutouts or extract clean scenery plates.

https://civitai.red/models/3041608/animaedit-reference-and-instruction-image-editing-lora