| | --- |
| | tags: |
| | - text-to-image |
| | - lora |
| | - diffusers |
| | - template:diffusion-lora |
| | widget: |
| | - output: |
| | url: images/Image01_00364_.png |
| | text: "A dreamy Y2K-style night portrait of a young Caucasian woman, Bella. She poses playfully under a soft flash, her long voluminous hair cascading freely in loose waves over her shoulders. Her skin is naturally glowing and flawless. She is wearing a long, light blue crochet dress with thin straps, delicately adorned with 3D floral appliqués scattered throughout. A thin gold necklace and a single diamond ring complete the look, along with sleek earrings. Her nails are long, pointed, and French-manicured.\uFEFF \_ Her gaze is slightly upward, lips gently smiling. One hand touches her hair while the other rests gracefully on her waist (or naturally repositioned for best composition). The photo captures the bold 90s aesthetic — camera flash highlighting her glowing skin, jewelry, and textured dress against a dark background.\uFEFF \_ Makeup: nude tones with defined contours, long natural lashes, soft brown eyeliner, subtle blush, and matte nude lips outlined with a deep brown lip liner. Eyebrows are neatly styled with a Brow-lifting effect.\uFEFF \_ Shot on Leica camera in ultra-realistic quality — hyper-detailed, cinematic lighting, sharp focus, Y2K-inspired atmosphere, shimmering yet elegant mood.\uFEFF" |
| | - output: |
| | url: images/Image01_00365_.png |
| | text: "portrait of a young Caucasian woman, Bella.A highly realistic photographic portrait of an adult woman (early 20s) with long, straight hair naturally parted in the center. Her facial features and proportions appear natural and believable, with subtle asymmetry and a relaxed, confident presence. No stylization or artificial perfection.\uFEFF Pose & Body Language:\uFEFF She is seated at a wooden table, leaning slightly forward in a natural, intimate posture. Her left hand gently cups her cheek and jawline with relaxed fingers, while her right arm rests extended on the table surface. Her head is tilted subtly to the right, creating a soft, engaging line through the neck and shoulders. Direct eye contact with the camera, paired with a calm, confident smile that feels genuine and unforced.\uFEFF Skin & Makeup Realism:\uFEFF Skin shows visible pores, natural texture, and smooth but realistic tonal transitions. Soft blush blends naturally into the skin. Makeup is defined yet believable: sharp winged eyeliner, well-groomed brows, matte mauve-brown lipstick without excessive saturation. No flawless skin, no plastic sheen — only a gentle light-induced glow.\uFEFF Attire & Details:\uFEFF She wears a tight-fitting white long-sleeve top in a bodysuit style with a wide square neckline. Fabric appears slightly elastic with realistic stretch, natural folds, and subtle tension across the shoulders and chest. Large silver hoop earrings catch the ambient light with soft reflections, not exaggerated shine.\uFEFF Environment:\uFEFF An indoor café or restaurant setting near water (lakeside or seaside). A large glass window behind her opens to the exterior view, integrating the subject naturally into the environment rather than isolating her from it.\uFEFF Background (Through the Window):\uFEFF A blue-hour twilight scene with a deep blue sky and calm water surface. Distant city lights shimmer softly across the lake or bay, forming natural light trails and reflections. The background remains slightly out of focus, preserving depth and realism.\uFEFF Lighting:\uFEFF Mixed, realistic lighting conditions. Cool blue ambient light spills in from the window, contrasting with warm tungsten interior light illuminating her face and upper body. Gentle shadows form along the cheekbones, jawline, neck, and collarbones. Subtle reflections of warm interior string lights are visible on the glass window, adding depth and atmosphere.\uFEFF Decor Accents:\uFEFF Natural dried pampas grass or thatch elements hang from the ceiling, partially visible at the top of the frame, softly blurred and consistent with the interior’s aesthetic.\uFEFF Camera & Style:\uFEFF Shot as a candid lifestyle portrait with a 50–85mm lens look, shallow depth of field. Flash photography influence with controlled highlights, natural grain, and a slightly film-like texture. High-definition realism, no CGI, no illustration feel.\uFEFF Mood & Vibe:\uFEFF Quietly confident, intimate, and cinematic. A refined, real-world fashion portrait captured during a calm blue-hour moment — natural, atmospheric, and effortlessly authentic." |
| | - output: |
| | url: images/Image01_00368_.png |
| | text: >- |
| | portrait of a young Caucasian woman, Bella. A cozy indoor portrait of a |
| | woman sitting on a soft cream-textured chair in a minimal modern living |
| | room. Pose: relaxed, one arm propped against the side of her head, elbow |
| | resting, the other arm draped naturally; legs pulled up casually toward the |
| | chest. Hair: sleek straight hairstyle with a middle parting and two soft |
| | front face-framing strands, length tucked behind the shoulders. Outfit: |
| | oversized off-shoulder knitted sweater and matching wide knit pants in |
| | neutral cream tones; sleeves long and loose covering part of the hands. |
| | Lighting: soft diffused natural daylight from a window, smooth shadows, |
| | clean highlights on skin and fabric. Camera: medium close-up, eye-level |
| | angle, slight forward lean toward the lens, sharp focus on the face and |
| | upper body, blurred minimal background with a tall mirror and white |
| | cabinetry. Mood: calm, warm, effortless luxury, quiet at-home elegance. |
| | - output: |
| | url: images/Image01_00369_.png |
| | text: "Ultra-realistic cinematic portrait of a young Caucasian woman, Bella. A close-up, low-angle (worm’s-eye view) photograph of a young woman in her twenties, her head tilted slightly back toward the sky in a moment of quiet introspection and wonder.\uFEFF Her expression is serene and contemplative, eyes closed or half-open as if absorbing light or meditating.\uFEFF She wears thin, metallic-framed eyeglasses and small hoop earrings that subtly catch the light. A delicate necklace glimmers at her neck. She is dressed in a long-sleeve sweatshirt or casual top in dark tones, featuring a faint printed design.\uFEFF Lighting is natural, diffused, and warm — sunlight coming from behind her creates a gentle backlight that softly outlines the hair and face contours, adding a dreamy halo effect.\uFEFF The atmosphere conveys a peaceful sense of stillness and depth.\uFEFF The background reveals a dramatic, textured sky filled with elongated clouds tinted in deep blue and warm peach-pink hues, evoking either early morning or late afternoon.\uFEFF The composition emphasizes emotional scale — a single, tranquil figure set against the vast, poetic expanse of the sky.\uFEFF Vintage-cinematic color grading, subtle grain, soft contrast, and warm tonal palette." |
| | base_model: Tongyi-MAI/Z-Image-Turbo |
| | instance_prompt: Caucasian Woman, Bella |
| | license: apache-2.0 |
| | --- |
| | # Bella |
| |
|
| | <Gallery /> |
| |
|
| | ## Model description |
| |
|
| | 🧩 **LoRA Name:** **Bella_Swan_Character** |
| |
|
| | > Base Model: Tongyi-MAI / Z-Image-Turbo |
| | > LoRA Type: Character / Film Character |
| | > Trigger Word(s): Bella Swan *(name-based prompting recommended)* |
| | > Recommended Weight: 0.6 – 0.85 (sweet spot ≈ 0.75) |
| |
|
| | --- |
| |
|
| | ✨ **Overview** |
| |
|
| | > This LoRA is trained to capture the visual identity and emotional tone of **Bella Swan**, focusing on her understated appearance, natural expressions, and quiet, introspective presence. Optimized for ZimageTurbo, it emphasizes grounded realism over exaggeration, preserving a soft, cinematic look across varied lighting and environments. |
| |
|
| | The model is well suited for moody portraits, narrative stills, and emotionally driven scenes, reflecting the character’s reserved demeanor, subtle vulnerability, and realistic, unglamorous styling. |
| |
|
| | --- |
| |
|
| | 🎨 **What This LoRA Is Good At** |
| |
|
| | > Consistent facial identity with natural proportions |
| | > Subtle, reserved expressions and emotional nuance |
| | > Soft, realistic skin rendering with minimal makeup |
| | > Works well in low-contrast, overcast, or indoor lighting |
| | > Strong performance in cinematic, story-focused compositions |
| |
|
| | --- |
| |
|
| | ⚙️ **Usage Notes** |
| |
|
| | > Best results with portrait, medium-shot, and cinematic framing |
| | > Prompting **“Bella Swan”** is sufficient; avoid stacking other character LoRAs |
| | > Performs especially well with soft daylight, overcast lighting, and muted color palettes |
| | > Guidance scale ≤ 1 is recommended for native ZimageTurbo behavior |
| |
|
| | --- |
| |
|
| | 🧪 **Example Prompt** |
| | Bella Swan, cinematic portrait, soft natural light, |
| | introspective expression, muted colors, realistic skin texture |
| |
|
| | --- |
| |
|
| | 📐 **Training Details** |
| |
|
| | > Dataset Size: Captioned image set |
| | > Training Resolutions: 512 / 768 |
| | > Total Steps: 4300 |
| | > Batch Size: 1 |
| | > Content vs Style: Balanced |
| | > Noise Scheduler: FlowMatch |
| | > Optimizer: AdamW 8-bit |
| | > Learning Rate: 1e-4 |
| | > Precision: BF16 |
| | > Text Encoder Training: Disabled |
| | > UNet Training: Enabled |
| | > Quantization: QFloat8 (model + text encoder) |
| | > Architecture: ZImage Turbo LoRA (LoKR full-rank enabled) |
| |
|
| | --- |
| |
|
| | ⚠️ **Limitations / Notes** |
| |
|
| | > Not intended for anime or heavily stylized cartoon outputs |
| | > Heavy glam makeup or extreme fashion styling may reduce character accuracy |
| | > Designed for grounded, realistic, and narrative-driven imagery rather than fantasy-heavy scenes |
| |
|
| | ## Trigger words |
| |
|
| | You should use `Caucasian Woman` to trigger the image generation. |
| |
|
| | You should use `Bella` to trigger the image generation. |
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| |
|
| | ## Download model |
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| |
|
| | [Download](/JunkieMonkey69/Bella_ZimageTurbo/tree/main) them in the Files & versions tab. |
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