Diffusers How to use Te2douNin9/MOSS-Image-nin with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("OpenMOSS-Team/MOSS-Image-Base", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("Te2douNin9/MOSS-Image-nin")
prompt = "A highly detailed, ethereal Japanese anime-style summer illustration featuring **tendou_kei_moss** from Blue Archive as the sole character, standing barefoot on a luminous, dreamlike beach beneath an enormous, vividly blue summer sky. ## Character Identity and Appearance The character is **tendou_kei_moss**, faithfully preserving her recognizable appearance, particularly her exceptionally long, silky white hair, delicate facial features, pale skin, and distinctive pink geometric halo. Her hair is pure silvery white with subtle cool lavender-gray undertones in the shaded areas, illuminated by the surrounding blue ambient light. The long, smooth strands extend far beyond her waist, reaching toward her lower legs, with several large flowing locks spreading outward in graceful, curved shapes. Her hairstyle retains the characteristic arrangement of her original design: smooth, neatly arranged bangs framing her forehead, fine face-framing strands, and substantial lengths of freely flowing hair behind her shoulders. Individual strands are finely articulated with delicate, thin anime-style linework, while larger hair masses are rendered as elegant shapes with smooth tonal transitions. The seaside breeze gently lifts and carries her exceptionally long hair toward the right side of the composition. Some strands hang naturally forward around her cheeks and shoulders, while the heavier sections sweep downward and outward in broad, flowing arcs. The hair should feel weightless yet naturally affected by gravity, creating a sophisticated, dynamic silhouette. Her eyes are gently closed in a cheerful, carefree expression, with naturally curved eyelashes and delicate eyelids. Although her characteristic vivid pink-red eyes are hidden by her joyful expression, the facial structure and hairstyle remain faithful to her original character design. Her mouth is slightly open in a happy, spontaneous smile, conveying playful excitement, innocence, and pure enjoyment of the summer atmosphere. Her cheeks are subtly warmed by a faint pink blush. Above her head floats **a clearly visible pink geometric halo of offset overlapping rectangular outlines floating above her head**. The halo must faithfully preserve tendou_kei_moss's canonical design: a distinctive arrangement of angular, overlapping rectangular outlines with geometric cutouts and asymmetric offsets. Its color is a luminous, saturated pink with a subtle magenta glow, noticeably different from the surrounding cyan and blue environment. The halo appears as a thin, flat, two-dimensional geometric structure suspended in three-dimensional space, with no unnecessary physical thickness or bulky mechanical construction. It is slightly tilted in perspective to correspond naturally with the angle of her head, while remaining clearly legible and immediately recognizable. The pink outlines emit a soft, restrained radiance without becoming excessively bright, blurred, or overexposed. ## Clothing and Fabric Instead of her original school uniform, tendou_kei_moss wears an extremely simple, elegant, sleeveless summer dress identical in design and visual character to the outfit in the reference beach illustration. The dress is made from lightweight, airy, soft white fabric with a very faint pastel pink tint caused by the warm reflected light from the beach. It has a modest, softly rounded neckline, thin shoulder straps, a relaxed bodice, and a naturally flowing skirt that reaches approximately to her knees, with portions of the fabric lifting higher due to her lively movement. The material is delicate and fluid, displaying smooth folds, broad flowing contours, and subtle creases around her waist, abdomen, hips, and raised leg. The skirt curves outward in irregular, softly rounded shapes as though being gently caught by the sea breeze and the motion of her body. The white fabric is not rendered in flat, featureless white. Instead, it features subtle pastel variations, including pale rose-pink highlights, cool powder-blue shadows, and soft lavender-gray transitional tones. Large, simplified blue-gray shadow shapes define the fabric folds, creating an elegant combination of anime cel shading and delicate painterly rendering. The dress should remain understated and free of additional decorations. No ribbons, elaborate jewelry, belts, printed patterns, or accessories are necessary. She is completely barefoot, with her feet naturally interacting with the shallow water and damp sand beneath her. ## Pose, Gesture, and Body Language The character is depicted in a playful, slightly unbalanced full-body standing pose, as though she has been joyfully skipping, splashing through the shallow shoreline, or reacting to the gentle touch of seawater against her feet. Her body leans noticeably forward, with her upper torso bending slightly downward and her shoulders gently curving inward. The posture is relaxed and spontaneous rather than rigid or formally posed. Her head tilts downward and toward the viewer's right, following the forward inclination of her upper body. Her face is shown from a gentle three-quarter angle, with her expression directed somewhat downward rather than straight toward the viewer. Her eyes remain completely closed as she smiles with her mouth open, producing an unmistakably cheerful and carefree facial expression. Both arms are positioned behind her back, with the shoulders slightly pulled backward. Her hands remain mostly hidden from view, creating a charming, modest, and playful gesture. Her upper arms extend naturally backward from the shoulders, while the elbows bend slightly behind her torso. Her left leg, positioned on the viewer's left, supports most of her body weight. It extends downward toward the damp sand, with a slight natural bend and the bare foot planted on the ground. The foot is angled diagonally, with the toes gently spreading against the wet surface. Her other leg, positioned on the viewer's right, is lifted from the ground and bent at the knee. The knee is directed forward and slightly outward, while the lower leg extends downward at an angle, allowing the raised bare foot to hover just above the beach. This asymmetric leg position creates a lively, rhythmic, almost dance-like silhouette. The lifted knee also causes the skirt to gather and billow gently around her thighs, reinforcing the sense of motion and spontaneity. Her upper body and hips are subtly twisted relative to one another, giving the posture a natural sense of momentum and avoiding a stiff frontal presentation. Her extremely long white hair follows the movement of her body, falling over her shoulders and extending in broad curved shapes beside and behind her legs. The flowing hair, lifted skirt, and playful pose work together to establish a graceful visual rhythm. The overall body language should convey the fleeting moment of a carefree summer afternoon: playful, innocent, relaxed, and full of quiet happiness. ## Composition and Camera Perspective The illustration uses a tall, vertical portrait composition with an aspect ratio of approximately 9:16, emphasizing the enormous open sky and the relatively small figure standing beneath it. The character occupies the lower central area of the image, slightly offset toward the right, while the upper portion is dominated by an expansive field of brilliant summer blue. Her head begins around the lower-middle portion of the canvas, with the large negative space above establishing an extraordinary sense of openness, tranquility, and atmospheric scale. Her full body is visible from the top of her floating halo down to her bare feet, with no cropping of the silhouette. The composition intentionally avoids the conventional approach of filling the frame with the character. Instead, the surrounding environment is given equal or greater visual importance, allowing the figure to feel small and delicate against the vast sky. The camera is positioned at approximately standing-body height, with a slightly downward view of the sand near her feet while retaining a broad, expansive view of the sky. The perspective is natural and subtly stylized, using gentle depth cues without exaggerated wide-angle distortion. The character's bent torso, tilted head, raised leg, and flowing hair create a graceful diagonal movement through the composition, contrasting with the calm, nearly horizontal division between the sea and the sky. The horizon is positioned relatively low, around the lower-middle portion of the image, with the ocean forming a narrow, luminous band behind the character. The lower foreground is occupied by pale, reflective beach sand, while the upper majority of the composition is dedicated to the uninterrupted summer sky. The image should feel spacious, balanced, minimalistic, and intentionally composed, as though it were a premium Japanese summer illustration or a delicate piece of contemporary anime concept art. ## Sky and Atmospheric Design The sky is the most visually dominant environmental element, covering a substantial majority of the canvas. It is rendered in an exceptionally vivid, clean, luminous azure blue, with smooth gradients transitioning from deeper cerulean and cyan-blue tones toward lighter turquoise and pale cyan. The left side of the sky is generally more saturated blue, while the upper-right area becomes lighter and more cyan, producing a subtle atmospheric color shift across the entire background. The gradient is extremely smooth, almost airbrushed, with no visible grain, heavy textures, or distracting cloud formations in the upper portion. Across the upper-left sky are delicate, semi-transparent geometric line motifs reminiscent of elliptical orbital paths, faint concentric rings, and elegant abstract graphic design elements. Several extremely thin, pale cyan-white curved lines form large, elongated elliptical arcs, extending partially beyond the boundaries of the composition. Their curves appear softly layered, with some portions disappearing outside the frame. A subtle vertical guide-like line is visible near the far-left edge, intersecting portions of these elliptical curves. Additional broad, faint arcs sweep horizontally across the middle of the sky, reinforcing the visual impression of an enormous, abstract celestial diagram. These elements are almost transparent and never compete with the character. They serve as subtle atmospheric graphic embellishments, lending the illustration a refined futuristic aesthetic consistent with the visual language of Blue Archive. The sky remains otherwise exceptionally clean and uncluttered. ## Distant Clouds and Ocean Horizon Along the low horizon stretches a picturesque arrangement of soft, fluffy summer clouds. The clouds are concentrated primarily near the boundary between the sky and ocean, creating a continuous yet naturally irregular band of white cumulus formations. Individual cloud masses vary in height and density. Some rise into rounded, billowing towers, while others spread into flatter, more delicate shapes. Their edges are bright white where they catch the sunlight, while their undersides are shaded in pale turquoise, cool blue, and subtle lavender-gray. The clouds are rendered with soft, painterly contours and gentle atmospheric diffusion, avoiding sharp photorealistic detail. The ocean beneath the clouds is calm, luminous, and nearly indistinguishable from the turquoise atmosphere at the far horizon. The water exhibits a gradient of saturated cyan, brilliant turquoise, and pale sky-blue, with a thin, sparkling horizontal line separating the sea from the distant cloud bank. Small white glints and delicate horizontal highlights suggest sunlight reflecting across the shallow surface. The sea is almost perfectly tranquil, with no large waves, dramatic foam, boats, buildings, mountains, or other distracting elements. The combination of soft clouds, calm turquoise water, and enormous blue sky should convey the peaceful stillness of a perfect summer day. ## Beach, Shallow Water, and Foreground The foreground depicts a beautiful, almost surreal stretch of very pale pinkish-white sand covered in a thin, reflective layer of clear seawater. The beach is extraordinarily bright and clean, with a soft pastel appearance. The wet surface reflects the blue sky and distant clouds, creating delicate transitions between pale cyan, light lavender, blush pink, and creamy white. The water is shallow enough for the sand beneath to remain visible, producing a smooth, glass-like appearance interrupted by tiny ripples and delicate patches of reflection. Subtle horizontal streaks of pale blue and white indicate gentle movements in the water near the shoreline. Small, scattered points of white light sparkle across the surface, resembling miniature reflections of bright summer sunlight. The sand itself is rendered using soft, broad color fields rather than detailed grains. Slightly darker patches of cool blue and muted lavender suggest areas of accumulated water and subtle surface irregularities. Near the character's supporting foot, the wet sand exhibits soft contact shadows and minimal surface disturbance. A substantial, softly defined shadow extends from beneath her toward the left and lower portions of the image. The shadow is tinted deep desaturated teal-blue rather than neutral black, maintaining harmony with the surrounding blue atmosphere. Its edges are relatively soft but sufficiently distinct to anchor the character to the ground. In the lower foreground, a few faint, elongated oval marks and soft bluish impressions resemble shallow footprints or irregular patches of reflected sky. These understated details introduce texture and depth without interrupting the minimal composition. There are no visible rocks, seashell collections, vegetation, structures, or other foreground objects. The entire environment remains visually uncluttered, allowing the character, reflective beach, and expansive sky to become the primary elements of the scene. ## Lighting and Color Treatment The lighting is bright, high-key summer daylight, characterized by exceptionally soft transitions and strong environmental illumination. The entire scene is bathed in a clear, cool blue ambient atmosphere, supplemented by delicate warm pink reflections from the pale beach surface. The dominant light source is broad, diffused sunlight originating from the upper region of the scene, creating luminous highlights along the character's hair, shoulders, arms, and flowing dress. The illumination is gentle and enveloping rather than harsh or theatrical. Highlights on the white hair are bright, almost pure white, while shaded sections transition toward pale blue-gray and desaturated lavender. The hair should retain its distinct white identity even under the strongly blue environment, avoiding an overall recoloring to cyan or dark blue. The character's pale skin receives soft pink illumination on exposed areas, with cool bluish shadows along the contours of her arms and legs. The white dress reflects both warm and cool environmental colors, with pinkish-white lit surfaces and broad blue-gray shaded folds. Shadows are stylized and relatively simplified, resembling elegant anime cel-shaded forms with softly blended edges. A subtle bloom effect surrounds the brightest areas of the sky, ocean, and reflective beach. The overall image feels slightly overexposed in an intentional artistic manner, creating a glowing, airy, nostalgic summer atmosphere. The color palette is carefully restricted to brilliant azure, turquoise, cyan, white, pale pink, soft lavender, and muted blue-gray. The character's vivid pink halo provides a small but important contrasting accent against the predominantly blue composition. Avoid harsh black shadows, overly warm yellow sunlight, strong orange tones, dramatic contrast, or dark cinematic color grading. ## Illustration Style and Rendering Techniques The artwork should closely resemble a polished contemporary Japanese anime illustration combining clean character design, minimalist environmental composition, soft cel shading, subtle painterly effects, and delicate atmospheric gradients. The character is illustrated with carefully controlled, thin, elegant linework, primarily in muted blue-gray tones rather than heavy black outlines. Facial features are simplified yet expressive, with clean anime-style proportions, soft blush, fine eyelashes, and a small open smiling mouth. Hair is drawn using broad, flowing sections separated by delicate, tapered strands, balancing graphic clarity with graceful natural motion. The dress uses simplified yet expressive folds, with large stylized shadow regions and a restrained amount of internal detail. The background blends smooth digital gradients with softly painted clouds and luminous reflective water. The overall rendering should be clean, crisp, and polished, but never excessively sharp or photographic. Subtle atmospheric haze softens distant objects, while mild bloom and luminous color blending produce a nostalgic, almost dreamlike impression. The use of negative space, restrained detail, and harmonious pastel colors is particularly important. The illustration should feel like a delicate Japanese summer key visual, combining the expressive charm of Blue Archive character artwork with refined editorial composition and atmospheric seaside scenery. There is a subtle sense of motion in the character, but the surrounding environment remains quiet and peaceful, creating a beautiful contrast between youthful energy and serene summer stillness. The image is simultaneously playful, gentle, refreshing, and slightly nostalgic. ## Final Composition and Identity Requirements Preserve the entire environmental concept: the enormous blue summer sky, faint elliptical graphic lines, fluffy white clouds, turquoise ocean, reflective pinkish-white beach, soft blue cast shadow, vertical framing, and overall pastel lighting. Preserve the exact visual character of the original pose: the forward-leaning upper body, lowered and tilted head, closed-eye cheerful smile, hands behind the back, one supporting leg, one raised bent leg, and flowing white sleeveless summer dress. Replace only the original character's identity and character-specific features with **tendou_kei_moss**, retaining her canonical long white hair, recognizable facial design, and distinctive pink geometric halo. The white hair should respond naturally to the same sea breeze as the original character's hair, maintaining an elegant, dynamic silhouette without obscuring the pose or the dress. **a clearly visible pink geometric halo of offset overlapping rectangular outlines floating above her head** Ensure the halo remains correctly shaped, distinctly pink, clearly separated from the hair, and fully visible against the blue sky. No school uniform, no black jacket, no necktie, no shoes, no socks, no weapons, no additional characters, no text, no logos, no decorative typography, and no unrelated environmental objects. The final artistic direction is a serene, luminous, minimalistic Japanese summer anime illustration, with tendou_kei_moss enjoying a spontaneous, joyful moment on a bright reflective beach beneath an immense turquoise-blue sky."
image = pipe(prompt).images[0] 
