README.md

---
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
language:
- en
tags:
- flux
- diffusers
- lora
base_model: black-forest-labs/FLUX.1-schnell
pipeline_tag: text-to-image
instance_prompt: in a dark fantasy style, grainy
library_name: diffusers
inference:
  parameters:
    width: 1024
    height: 1024
widget:
- text: >-
    This is a playful digital cartoon illustration featuring a young boy and a
    white cat. The boy has a cheerful expression, with wide brown eyes and an
    open mouth, showing his teeth in a happy, excited manner. His brown hair is
    short and styled with a slightly angular cut, with a lighter patch of brown
    forming a beard along his jawline. He is wearing a bright orange
    long-sleeved shirt, which contrasts nicely against the green background. 
    The white cat is nestled closely against the boy, with its front paws
    affectionately draped over his shoulder as though it's hugging him. The
    cat's large yellow eyes, with narrow, black vertical pupils, give it a
    curious yet calm expression. Its ears are pointed, and its pink nose and
    whiskers are drawn simply but add to its cute, friendly appearance.  The
    background is a solid green, which provides a clean, colorful backdrop that
    allows the figures of the boy and cat to stand out. The illustration is
    rendered in a modern, vector art style, characterized by bold lines, smooth
    shapes, and vibrant colors, giving it a fun and lively feel. The interaction
    between the boy and the cat suggests a strong bond, adding warmth and charm
    to the image..  in a dark fantasy style, grainy
  output:
    url: images/example_xi42rsvku.png
- text: >-
    This is a digital cartoon illustration that portrays a character reminiscent
    of a horror or dark fantasy figure. The central figure is a pale, human-like
    face with an eerie, menacing expression. The character's skin is stark
    white, creating a ghostly appearance, and is crisscrossed with red lines
    forming a grid pattern on the head. At each intersection of the grid, there
    are metal nails or pins, all protruding outward in a symmetrical fashion,
    emphasizing a mechanical or tortured aesthetic.  The eyes are dark and
    sunken with heavy, dark red and black shading around them, creating an
    ominous stare. The character's mouth is open, revealing sharp teeth with a
    distinct gap between the top and bottom sets, further adding to the
    unsettling look. The nose is thin, with blue-tinted shadows around it,
    enhancing the cold, inhuman feel of the face.  The figure is dressed in
    black, with only the high collar visible, further isolating the attention on
    the face and head. The background is a gradient of dark gray to black, which
    contributes to the foreboding tone of the image. The overall style uses
    clean, solid lines and smooth gradients, typical of modern vector art, but
    the subject matter and atmosphere are much darker and gothic compared to
    typical cartoon illustrations.  The image draws upon visual cues from horror
    characters, using sharp contrast, exaggerated facial features, and
    symmetrical patterns to evoke unease. The pins and grid pattern across the
    head give it a painful and torturous look, likely referencing themes of body
    modification or mechanical horror. in a dark fantasy style, grainy
  output:
    url: images/example_q27aeqwdr.png
- text: >-
    This digital cartoon illustration features a male character with a neutral
    expression. He is wearing a black helmet with two visible ventilation holes
    on top and a white logo resembling a cluster of circles. The helmet has chin
    straps on both sides, secured with buckles, adding a protective, sporty
    look. The man has glasses with rectangular frames, clear brown eyes, and a
    neatly trimmed beard and mustache, which frame his face symmetrically. His
    hair, partially visible under the helmet, is black and straight.  The
    character wears a black shirt with a pointed collar, and a small part of a
    white undershirt is visible at the neckline, adding contrast to his dark
    outfit. His eyebrows are arched slightly, giving him a calm, thoughtful
    appearance. The background is a solid, bright yellow, which contrasts
    sharply with the black and dark tones of his helmet, beard, and clothing,
    making the character stand out prominently.  The illustration uses smooth
    shading and bold, clean lines, typical of vector art. The overall tone is
    modern, simple, and slightly playful due to the bright background and clean
    design elements.  in a dark fantasy style, grainy
  output:
    url: images/example_jakumppz5.png
- text: >-
    This digital cartoon illustration features a female character with a neutral
    expression. sHe is wearing a pink helmet with two visible ventilation holes
    on top and a white logo resembling a cluster of circles. The helmet has chin
    straps on both sides, secured with buckles, adding a protective, sporty
    look. The girl has glasses with rectangular frames, clear brown eyes, which
    frame his face symmetrically. Her hair, partially visible under the helmet,
    is black and straight.  The character wears a black shirt with a pointed
    collar, and a small part of a white undershirt is visible at the neckline,
    adding contrast to his dark outfit. Her eyebrows are arched slightly, giving
    her a calm, thoughtful appearance. The background is a solid, bright yellow,
    which contrasts sharply with the black and dark tones of her helmet, and
    clothing, making the character stand out prominently.  The illustration uses
    smooth shading and bold, clean lines, typical of vector art. The overall
    tone is modern, simple, and slightly playful due to the bright background
    and clean design elements.  in a dark fantasy style, grainy
  output:
    url: images/example_crabx93rh.png
- text: >-
    This digital cartoon illustration features a cat dressed as an astronaut.
    The cat has a sleek, dark gray coat with white fur on its chest and a small
    pink nose. Its large yellow eyes, with narrow black pupils, give it an
    alert, focused expression. Long, white whiskers extend outward from its
    face, enhancing its feline appearance.  The cat is wearing an orange space
    suit, which features detailed patches and a zipper down the middle. The
    patches include a black circular one with yellow details and a rectangular
    black patch with yellow stripes, giving the suit an authentic astronaut
    feel. The suit's collar is gray, adding contrast to the bright orange. The
    cat holds an astronaut's helmet under its arm, which is primarily white with
    a large black visor, reflecting two small blue ovals, suggesting the
    reflection of a light source.  The background is a gradient of blue-gray,
    adding a subtle, futuristic atmosphere to the image. The overall style is
    smooth, with clean vector lines and solid colors typical of modern digital
    illustrations. The combination of the cat and the astronaut suit creates a
    fun and whimsical concept, blending space exploration with a playful, animal
    twist.
  output:
    url: images/example_0fm90d3uv.png
- text: >-
    This digital cartoon illustration presents a stylized portrait of a bald man
    with a serious, intense expression. The image has a minimalist, geometric
    feel, with smooth shading and angular shapes that define the contours of the
    man's face. His skin is pale with subtle hues of gray, purple, and beige
    that create depth, giving the face a slightly futuristic, abstract quality. 
    The man has a neatly trimmed, dark brown beard that frames his face, and his
    eyebrows are thick and sharply defined, contributing to his focused, intense
    gaze. His large eyes are prominent, with light reflections in them that draw
    attention to their clarity. The shading around the eyes adds to the
    intensity of his expression.  The figure is wearing a simple black shirt,
    which blends into the darker tones of the image, keeping the focus on his
    face. The background is a deep gradient of dark purple fading to black,
    which creates a moody, dramatic atmosphere. The contrast between the dark
    background and the lighter tones of his face amplifies the sense of
    seriousness or contemplation.  The overall style is clean and modern, with
    an emphasis on minimalism and bold contrasts. The sharp lines and smooth
    gradients give the portrait a sophisticated, almost digital feel, as if the
    character exists in a high-tech or virtual world. The illustration's
    simplicity and striking color choices make it visually impactful.
  output:
    url: images/example_iqd0f8w71.png
- text: >-
    This digital cartoon illustration features a cute, stylized character with
    exaggerated proportions and a playful, toy-like appearance. The character
    has a large, round head with pale pink skin, and is sporting a distinctive
    hairstyle with two high ponytails, each curving outward. The hair is black
    with simple gray highlights, and yellow bands secure the ponytails, giving
    the character a youthful and whimsical vibe.  The character's facial
    features are minimal but expressive. They are wearing large, round black
    glasses, and their eyes are closed with a slight upward curve, suggesting a
    cheerful or content expression. The lips are oversized and painted bright
    red, standing out as a prominent feature on the face.  The character is
    dressed in a black top, paired with shorts that are black with a red and
    white stripe at the bottom. The body is small and stubby, with tiny arms and
    legs, further emphasizing the toy-like or chibi style.  The background is
    simple, with a warm orange color at the top and a teal floor beneath, dotted
    with purple and green circular shapes. This colorful and minimal setting
    adds to the playful and lighthearted mood of the illustration. The overall
    art style is smooth and geometric, typical of modern vector art, with thick
    outlines and bold, flat colors. The character’s design is charming and fun,
    with a focus on simplicity and cuteness.
  output:
    url: images/example_2ii7rvg3r.png
- text: >-
    This digital cartoon illustration depicts a character who appears to be a
    tech-savvy individual or gamer. The figure has a neutral yet focused
    expression, with thick black eyebrows and black hair that’s styled in short,
    angular layers. The character wears black, rectangular glasses with white
    lenses, giving them a techie or hacker persona.  The individual is also
    wearing a bright lime-green headset with a microphone extending from the
    earpiece, positioned in front of their mouth. The headset's vivid color
    contrasts against the darker tones of the rest of the image, making it stand
    out.  The character is dressed in a simple dark blue shirt, adding to the
    casual, tech-focused vibe of the illustration. The background is inspired by
    the visual aesthetic of "The Matrix" with a dark, computer screen-like
    backdrop filled with cascading green digital characters and symbols. These
    symbols, in various fonts and sizes, are laid out in a grid pattern, evoking
    the sense of being immersed in a digital world or cyberspace.  The art style
    is clean and sharp, typical of vector illustrations, with bold outlines and
    smooth gradients. The overall atmosphere of the image suggests a person
    engaged in programming, gaming, or hacking, with the background amplifying
    the sense of a high-tech, virtual environment.
  output:
    url: images/example_wrcoy5d38.png
- text: >-
    This is a simple, stylized digital cartoon illustration of a happy, young
    character with a large, toothy grin. The character’s face is expressive,
    with tightly closed eyes forming curved lines and thick, raised eyebrows
    indicating joy or laughter. The mouth is wide open, showing a row of white
    teeth with some gaps, emphasizing the childlike and playful nature of the
    character.  The character has short, light brown hair, drawn in smooth,
    angular shapes, and their skin tone is a soft beige. They are wearing a
    light green hood pulled up over their head, framing their face. The hood
    contrasts with a navy blue jacket that is visible around their shoulders.
    Underneath the jacket, the character wears a plain white shirt, further
    contributing to the casual and playful tone.  The background is a solid,
    deep red color, which adds warmth to the illustration without detracting
    from the focus on the character. The overall art style is minimalist, with
    clean lines and flat colors, typical of vector-based illustrations. The
    simplicity of the design, paired with the character’s exaggerated
    expression, gives the image a fun and lighthearted feel, as though the
    character is mid-laugh or enjoying a moment of pure happiness.
  output:
    url: images/example_mua6g6e24.png
- text: >-
    This digital cartoon illustration features a male swimmer character full
    body.   The illustration uses smooth shading and bold, clean lines, typical
    of vector art. The overall tone is modern, simple, and slightly playful due
    to the bright background and clean design elements.  in a dark fantasy
    style, grainy
  output:
    url: images/example_93vuevahd.png
- text: >-
    This digital cartoon illustration features an undewater diver character full
    body.   The illustration uses smooth shading and bold, clean lines, typical
    of vector art. The overall tone is modern, simple, and slightly playful due
    to the bright background and clean design elements.  in a dark fantasy
    style, grainy
  output:
    url: images/example_dq3vee0b7.png
- text: >-
    This digital cartoon illustration features  Kermit the frog. The
    illustration uses smooth shading and bold, clean lines, typical of vector
    art. The overall tone is modern, simple, and slightly playful due to the
    bright background and clean design elements.  in a dark fantasy style,
    grainy
  output:
    url: images/example_lw1ws1c7x.png
- text: >-
    This digital cartoon illustration depicts a shirtless man with a confident
    and relaxed expression. He has short, brown hair styled in a slightly
    tousled manner, with a well-groomed beard and mustache that frames his face.
    His eyebrows are thick and dark, matching his hair, and his eyes are bright
    green, giving him a friendly and approachable look.  The skin tone is warm,
    with smooth shading that highlights the contours of his face, shoulders, and
    upper chest. The shading is simple yet effective, with a minimalist style
    that uses flat colors and gradients to create depth. His smile is subtle,
    adding to the relaxed and natural demeanor of the character.  The background
    is a gradient of teal, transitioning from darker tones at the edges to
    lighter shades near the center, providing a calming contrast to the figure's
    skin tones. The clean lines and smooth transitions of color are
    characteristic of vector art, giving the image a polished and modern feel.
    The overall vibe of the illustration is laid-back, with a focus on
    simplicity and warmth.
  output:
    url: images/example_0x4xzh0bh.png
- text: >-
    This digital cartoon illustration features a cheerful chef, depicted in a
    playful, stylized manner. The chef has a wide, friendly smile, showcasing
    prominent white teeth with a small gap between the top two. His face is
    round and expressive, with large, bright eyes that exude warmth and
    approachability. He sports a short, black mustache that neatly complements
    his facial features, along with a gray and white goatee, adding character to
    his face.  The chef is dressed in a classic white chef's uniform, complete
    with a tall, traditional chef’s hat that extends upward, giving him an
    authoritative but approachable appearance. The uniform includes black
    buttons along the left side, typical of professional chef attire. His skin
    tone is a warm brown, and his thick black eyebrows are slightly arched,
    further enhancing his welcoming expression.  The background is a soft beige,
    which keeps the focus on the chef's vibrant personality. The overall style
    is simple and clean, with bold lines and flat colors typical of vector art.
    The design, while minimal, conveys a sense of joy and professionalism,
    capturing the essence of a friendly, experienced chef who likely enjoys his
    work.
  output:
    url: images/example_u4qy4lok3.png
- text: >-
    This digital cartoon illustration features a cheerful chef, depicted in a
    playful, stylized manner. The chef has a wide, friendly smile, showcasing
    prominent white teeth with a small gap between the top two. His face is
    round and expressive, with large, bright eyes that exude warmth and
    approachability. He sports a short, black mustache that neatly complements
    his facial features, along with a gray and white goatee, adding character to
    his face.  The chef is dressed in a classic white chef's uniform, complete
    with a tall, traditional chef’s hat that extends upward, giving him an
    authoritative but approachable appearance. The uniform includes black
    buttons along the left side, typical of professional chef attire. His skin
    tone is a warm brown, and his thick black eyebrows are slightly arched,
    further enhancing his welcoming expression.  The background is a soft beige,
    which keeps the focus on the chef's vibrant personality. The overall style
    is simple and clean, with bold lines and flat colors typical of vector art.
    The design, while minimal, conveys a sense of joy and professionalism,
    capturing the essence of a friendly, experienced chef who likely enjoys his
    work.
  output:
    url: images/example_q508ygk4d.png
- text: >-
    This digital cartoon illustration features a wounded centaur, mythical
    creature.  The illustration uses smooth shading and bold, clean lines,
    typical of vector art. The overall tone is modern, simple, and slightly
    playful due to the bright background and clean design elements.  in a dark
    fantasy style, grainy
  output:
    url: images/example_ub9vnasbt.png
- text: >-
    This digital cartoon illustration features a man with a surreal and humorous
    twist. The central focus of the image is the man’s head, which has been
    partially "opened" to reveal a stylized pink brain. The top of his head,
    including his hair, is shown being lifted off like a lid, with the hand
    holding it above the brain. This playful concept gives the illustration a
    quirky and imaginative feel.  The man has a clean-shaven face with light
    stubble, dark, expressive eyes with heavy lids, and a neutral smile, giving
    him a calm, almost philosophical demeanor. His hair is short and brown,
    styled neatly but shown detached from his head in the quirky design. The
    brain is bright pink with smooth, rounded folds, drawn in a simplified,
    cartoonish style that contrasts with the otherwise realistic facial
    features.  He is wearing a simple black shirt, which keeps the focus on the
    surreal aspect of the head. The background is white, further emphasizing the
    central figure. The illustration is clean, with bold lines and soft shading
    typical of modern vector art, and the overall vibe is playful and slightly
    absurd, blending realism with a fun, imaginative twist. The open head
    concept suggests themes of creativity, thinking, or humor.
  output:
    url: images/example_nge09vqqc.png

---

# Tosti vector 1 (1500 steps)
Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) under the [Glif Loradex program](https://huggingface.co/glif-loradex-trainer) by [Glif](https://glif.app) user `tostiok`.


## Trigger words
You should use `in a dark fantasy style, grainy` to trigger the image generation.
<Gallery />


## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('lichorosario/flux-samhtr-remastered', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]
```



For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)