Instructions to use JunkieMonkey69/StefanieJoosten_ZimageTurbo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use JunkieMonkey69/StefanieJoosten_ZimageTurbo with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image-Turbo", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("JunkieMonkey69/StefanieJoosten_ZimageTurbo") prompt = "A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. Ultra-detailed lifestyle portrait of a graceful woman sitting at an outdoor Parisian café with a perfect view of the Eiffel Tower under a bright blue sky with soft clouds. She is wearing a sophisticated white halter dress with a flowing silhouette, styled with pearl earrings and a gold wristwatch, radiating timeless elegance. Her long dark hair cascades over her shoulder in soft waves, catching natural sunlight that highlights her warm smile and glowing complexion. The table is set with crystal-clear wine glasses, cutlery, and a crisp white tablecloth, creating a refined dining atmosphere. The lush green hedge frames the scene, contrasting with the metallic lattice of the Eiffel Tower in the background. Captured in natural daylight, the textures are crisp and realistic: the smooth fabric of the dress, the sparkle of jewelry, the reflective surfaces of the glassware, and the sharp architectural lines of the tower. High-fashion editorial meets cinematic travel photography style, Parisian romance aesthetic, 8K resolution." image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download README.md from JunkieMonkey69/StefanieJoosten_ZimageTurbo: direct link, hf CLI and curl.
- Browser
- Download file 9.45 kB
-
https://huggingface.co/JunkieMonkey69/StefanieJoosten_ZimageTurbo/resolve/main/README.md
- Command line
-
hf download hf://JunkieMonkey69/StefanieJoosten_ZimageTurbo/README.md
-
curl -L -o README.md https://huggingface.co/JunkieMonkey69/StefanieJoosten_ZimageTurbo/resolve/main/README.md
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- output:
url: images/Image01_00380_.png
text: >-
A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and
dimples. Ultra-detailed lifestyle portrait of a graceful woman sitting at
an outdoor Parisian café with a perfect view of the Eiffel Tower under a
bright blue sky with soft clouds. She is wearing a sophisticated white
halter dress with a flowing silhouette, styled with pearl earrings and a
gold wristwatch, radiating timeless elegance. Her long dark hair cascades
over her shoulder in soft waves, catching natural sunlight that highlights
her warm smile and glowing complexion. The table is set with crystal-clear
wine glasses, cutlery, and a crisp white tablecloth, creating a refined
dining atmosphere. The lush green hedge frames the scene, contrasting with
the metallic lattice of the Eiffel Tower in the background. Captured in
natural daylight, the textures are crisp and realistic: the smooth fabric
of the dress, the sparkle of jewelry, the reflective surfaces of the
glassware, and the sharp architectural lines of the tower. High-fashion
editorial meets cinematic travel photography style, Parisian romance
aesthetic, 8K resolution.
- output:
url: images/Image01_00376_.png
text: >-
A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and
dimples. Black and white cinematic editorial portrait, retro Vogue
aesthetic. A person with long flowing platinum blonde hair, dramatic
fringe, wearing a delicate fringed white dress. Motion blur in the hair
and fabric, ethereal soft grainy texture, high-contrast studio lighting,
moody and mysterious atmosphere. Shot on vintage film, fashion photography
style, dreamy and surreal, 1970s retro glamour. Ultra-detailed, sharp
focus on eyes and hair, artistic film grain, textured skin,
- output:
url: images/Image01_00378_.png
text: >-
A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and
dimples. The shot captures a moment of gentle serenity and natural
splendor. The woman is lying down, turning her head toward the camera, her
expressive gaze with slight thoughtfulness drawing attention. The skin
glows with a soft radiance, emphasizing delicate features and fine
structure. Abundant black hair is spread out freely, creating a velvety
veil with a silky texture. She is wearing a voluminous fur jacket in warm
brownish tones with thick fluffy wool, the shades of which are visible in
highlights and shadows, creating depth around the figure. Light from the
top-left softly defines the contours of the face and the texture of the
fur, making the frame three-dimensional and lifelike. The background of
light fabric with a barely perceptible structure contrasts with the rich
colors and focuses attention on the model. The composition concentrates on
deep emotion.
- output:
url: images/Image01_00373_.png
text: >-
A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and
dimples. Portrait of a young woman in a cozy, intimate setting, with an
emphasis on dramatic natural lighting. Woman details: A young woman is
sitting, hugging her knees pulled up to her chest with her arms. She is
wearing a voluminous, thick knitted sweater with a chunky knit in dark
gray or graphite color. Below the sweater, clothing is not visible,
creating a sense of relaxation or home comfort. On her right leg (which is
visible), she is wearing a white short sock with a black swoosh or logo
resembling Nike. The woman has wavy or curly hair that falls freely around
her face and shoulders, partially covering one side of her face. Her gaze
is directed straight into the camera, her facial expression serious,
thoughtful, or slightly melancholic. On the fingers of both hands
(visible) there are several thin gold or silver rings. Do not change
facial features. Pose and composition: The woman occupies most of the
frame, shot at eye level, possibly slightly from below, which adds a sense
of mystery. Her pose is cozy and closed, but her gaze is direct and open.
Her arms are intertwined around her knees, creating a line that leads the
viewer’s eye to her face. Lighting: The main feature of the image is
strong, dramatic side natural lighting. Bright sunlight falls from the
right side (relative to the viewer), creating sharp shadows on the left
side of the woman’s face and body. The face is partially lit with golden
light and partially immersed in deep shadow, emphasizing contours and
adding volume. The shadows are soft but expressive. A light source is
visible behind her, creating a subtle rim light on the hair. Environment
(background): The background is blurred and consists of light, almost
white, semi-transparent curtains or drapes near a window through which the
light enters. A silhouette of a window frame or another object behind the
curtains may be visible, also blurred. This creates a soft, airy
background that does not distract from the main subject. The overall color
palette is warm, dominated by beige, cream, gray, and golden tones. Mood
and style: Introspective, melancholic, cozy, intimate, natural, cinematic.
The aesthetic of a home portrait with elements of fashion photography
thanks to the stylish sweater and socks. High image quality, clean
details, possibly light film grain.
- output:
url: images/Image01_00375_.png
text: >-
A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and
dimples. 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.
base_model: Tongyi-MAI/Z-Image-Turbo
instance_prompt: null
license: apache-2.0
Stefanie_Joosten

- Prompt
- A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. Ultra-detailed lifestyle portrait of a graceful woman sitting at an outdoor Parisian café with a perfect view of the Eiffel Tower under a bright blue sky with soft clouds. She is wearing a sophisticated white halter dress with a flowing silhouette, styled with pearl earrings and a gold wristwatch, radiating timeless elegance. Her long dark hair cascades over her shoulder in soft waves, catching natural sunlight that highlights her warm smile and glowing complexion. The table is set with crystal-clear wine glasses, cutlery, and a crisp white tablecloth, creating a refined dining atmosphere. The lush green hedge frames the scene, contrasting with the metallic lattice of the Eiffel Tower in the background. Captured in natural daylight, the textures are crisp and realistic: the smooth fabric of the dress, the sparkle of jewelry, the reflective surfaces of the glassware, and the sharp architectural lines of the tower. High-fashion editorial meets cinematic travel photography style, Parisian romance aesthetic, 8K resolution.

- Prompt
- A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. Black and white cinematic editorial portrait, retro Vogue aesthetic. A person with long flowing platinum blonde hair, dramatic fringe, wearing a delicate fringed white dress. Motion blur in the hair and fabric, ethereal soft grainy texture, high-contrast studio lighting, moody and mysterious atmosphere. Shot on vintage film, fashion photography style, dreamy and surreal, 1970s retro glamour. Ultra-detailed, sharp focus on eyes and hair, artistic film grain, textured skin,

- Prompt
- A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. The shot captures a moment of gentle serenity and natural splendor. The woman is lying down, turning her head toward the camera, her expressive gaze with slight thoughtfulness drawing attention. The skin glows with a soft radiance, emphasizing delicate features and fine structure. Abundant black hair is spread out freely, creating a velvety veil with a silky texture. She is wearing a voluminous fur jacket in warm brownish tones with thick fluffy wool, the shades of which are visible in highlights and shadows, creating depth around the figure. Light from the top-left softly defines the contours of the face and the texture of the fur, making the frame three-dimensional and lifelike. The background of light fabric with a barely perceptible structure contrasts with the rich colors and focuses attention on the model. The composition concentrates on deep emotion.

- Prompt
- A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. Portrait of a young woman in a cozy, intimate setting, with an emphasis on dramatic natural lighting. Woman details: A young woman is sitting, hugging her knees pulled up to her chest with her arms. She is wearing a voluminous, thick knitted sweater with a chunky knit in dark gray or graphite color. Below the sweater, clothing is not visible, creating a sense of relaxation or home comfort. On her right leg (which is visible), she is wearing a white short sock with a black swoosh or logo resembling Nike. The woman has wavy or curly hair that falls freely around her face and shoulders, partially covering one side of her face. Her gaze is directed straight into the camera, her facial expression serious, thoughtful, or slightly melancholic. On the fingers of both hands (visible) there are several thin gold or silver rings. Do not change facial features. Pose and composition: The woman occupies most of the frame, shot at eye level, possibly slightly from below, which adds a sense of mystery. Her pose is cozy and closed, but her gaze is direct and open. Her arms are intertwined around her knees, creating a line that leads the viewer’s eye to her face. Lighting: The main feature of the image is strong, dramatic side natural lighting. Bright sunlight falls from the right side (relative to the viewer), creating sharp shadows on the left side of the woman’s face and body. The face is partially lit with golden light and partially immersed in deep shadow, emphasizing contours and adding volume. The shadows are soft but expressive. A light source is visible behind her, creating a subtle rim light on the hair. Environment (background): The background is blurred and consists of light, almost white, semi-transparent curtains or drapes near a window through which the light enters. A silhouette of a window frame or another object behind the curtains may be visible, also blurred. This creates a soft, airy background that does not distract from the main subject. The overall color palette is warm, dominated by beige, cream, gray, and golden tones. Mood and style: Introspective, melancholic, cozy, intimate, natural, cinematic. The aesthetic of a home portrait with elements of fashion photography thanks to the stylish sweater and socks. High image quality, clean details, possibly light film grain.

- Prompt
- A Caucasian woman, Stefanie, with hazel eyes, high cheekbones and dimples. 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.
Model description
🧩 LoRA Name: Stefanie_Character
> Base Model: Tongyi-MAI / Z-Image-Turbo > LoRA Type: Character / Original Person > Trigger Word(s): Stefanie (name-based prompting recommended) > Recommended Weight: 0.6 – 0.85 (sweet spot ≈ 0.75)
✨ Overview
> This LoRA is trained to capture the facial identity, proportions, and expressive range of Stefanie, focusing on natural realism and emotionally grounded presence. Optimized for ZimageTurbo, it preserves consistent likeness across casual, cinematic, and lifestyle-oriented scenes, with particular strength in intimate portraits and urban night settings.
The model balances softness and realism, rendering natural skin texture, subtle expressions, and believable body language, making it well suited for narrative portraits, candid moments, and cinematic lifestyle imagery.
🎨 What This LoRA Is Good At
> Consistent facial identity with hazel eyes, high cheekbones, and dimples > Natural skin texture with soft, realistic lighting response > Strong performance in both indoor lifestyle and night-time urban scenes > Expressive, candid poses with relaxed body language > Works well for cinematic, casual, and emotional portrait compositions
⚙️ Usage Notes
> Best results with portrait, mid-shot, and upper-body framing > Prompting “Stefanie” is sufficient; avoid stacking other strong character LoRAs > Performs especially well with soft lighting, city bokeh, and intimate indoor setups > Guidance scale ≤ 1 is recommended for native ZimageTurbo behavior
🧪 Example Prompt Stefanie, cinematic portrait, soft ambient light, natural expression, shallow depth of field, realistic skin texture
📐 Training Details
> Dataset Size: 37 images (fully captioned) > Training Resolutions: 512 / 768 > Total Steps: 3,700 > 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 > Extreme facial distortion or exaggerated wide-angle lenses may reduce likeness > Heavy glam makeup or extreme fashion styling may reduce character fidelity
Download model
Download them in the Files & versions tab.