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
library_name: diffusers
inference:
  parameters:
    width: 1024
    height: 1024
widget:
- 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.
  output:
    url: images/example_7s5wa1khf.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_gec74czc9.png
- text: >-
    This digital cartoon illustration depicts a humorous and whimsical portrait
    of a man wearing a classic novelty disguise. The character’s head is large
    and prominently featured, with short, spiky white hair. His face is adorned
    with a fake, oversized black mustache, thick bushy eyebrows, and a comically
    large nose—all part of a playful disguise, reminiscent of the classic
    Groucho Marx glasses.  The man is also wearing sunglasses, which cover most
    of his eyes, further adding to the humor and lighthearted tone of the image.
    A cigarette is perched in his mouth, completing the playful look, with a
    puff of smoke rising from the end. The details of the face, including
    wrinkles and shading, are stylized in a textured, almost crumpled paper-like
    effect, giving the illustration an added layer of visual interest.  The
    background is a vibrant blue with a radial burst pattern, emanating outward
    in darker and lighter shades, which adds dynamic energy to the composition.
    The color contrast between the cool blue background and the neutral tones of
    the face and disguise elements makes the character pop visually.  The
    overall style is bold, fun, and cartoonish, with clean lines and a clear
    focus on humor. The image evokes a playful, carefree vibe, capturing the
    essence of a comedic and lighthearted character who doesn’t take themselves
    too seriously.
  output:
    url: images/example_w5wpfev7m.png
- text: >-
    This is a playful and cartoonish digital illustration of a broccoli
    character brought to life with exaggerated and humorous features. The
    broccoli's "head" consists of a large, fluffy green crown, representing the
    florets, with soft shading to give it depth and texture. The stalk below is
    a lighter green, and from this stalk emerge the character's comical facial
    features.  The broccoli has two large, wide eyes with oversized black
    pupils, giving it a surprised and whimsical expression. Below the eyes is a
    wide, toothy grin, with a set of perfectly straight, white teeth and a
    slight gap between the two front ones. The mouth is open, with a hint of a
    red tongue inside, further adding to the character's friendly and playful
    demeanor.  The background is a bright, cheerful yellow, which contrasts
    nicely with the various shades of green in the broccoli and makes the
    character pop. The overall art style is clean, simple, and bold, typical of
    modern vector art, with smooth lines and a minimalistic approach that
    emphasizes the humor and charm of the character. This adorable broccoli is
    both silly and fun, making vegetables look lively and engaging!
  output:
    url: images/example_s2237qq1d.png
- text: >-
    This digital cartoon-style illustration features an elderly man dressed as a
    ranger or outdoorsman, evoking a sense of adventure and nature. The man has
    a kind, slightly weathered face with pale skin and short, neatly combed
    white hair. He sports a small white mustache, adding to his distinguished
    appearance. His facial expression is calm and relaxed, with half-open eyes
    that give him a wise and experienced look.  He is wearing a wide-brimmed
    ranger hat in olive green, which matches the natural theme of the image. His
    outfit consists of a light yellow-green coat with a high collar, and he has
    a red neckerchief or tie tucked under his collar, adding a touch of
    formality to his otherwise practical attire.  The background is filled with
    overlapping green leaves, creating a rich, natural environment. The leaves
    vary in shades of green, providing depth and texture while maintaining the
    overall simplicity of the design. The pattern reinforces the outdoorsy,
    nature-oriented theme of the character.  The illustration uses flat, clean
    colors and smooth lines typical of vector art. The character’s gentle
    demeanor, along with his traditional ranger outfit, suggests a wise,
    approachable figure, possibly someone who is experienced in nature or
    conservation work. The overall vibe is peaceful and grounded, capturing the
    essence of an experienced outdoorsman at home in nature.
  output:
    url: images/example_w1q7jutes.png
- text: >-
    This digital cartoon-style illustration features a young, stylish man
    enjoying a glass of milk. He has a modern, edgy look with dark brown hair
    styled into a high, voluminous quiff, while the sides of his head are shaved
    in a buzz-cut pattern. His facial hair is a neatly trimmed beard that gives
    him a well-groomed appearance. His expression is relaxed and confident, with
    raised eyebrows and a slight smirk as he sips from the glass.  The man wears
    a sleeveless black tank top, showcasing his muscular arms. He has a silver
    hoop earring in his right ear, adding to his trendy and bold style. The
    shaved side of his head is detailed with small stubble, providing contrast
    to his fuller hair on top.  He holds the glass of milk close to his mouth,
    mid-sip, and the hand gripping the glass is well-drawn with clear details on
    his fingers. The milk inside the glass is bright white, standing out against
    the warmer tones of his skin and the dark background.  The background is a
    deep gradient of purple and maroon, giving the image a vibrant, nighttime
    feel that adds a sense of energy and coolness to the scene. The overall art
    style is clean and smooth, typical of vector illustrations, with bold colors
    and sharp lines. The image conveys a laid-back, confident vibe, combining a
    modern aesthetic with a casual activity.
  output:
    url: images/example_jcmaqg2gm.png
- text: >-
    This digital cartoon illustration portrays a fierce, tribal warrior with a
    bold and powerful presence. The character's dark brown skin is complemented
    by intense facial features, including a wide-open mouth showing sharp teeth,
    which adds to the aggressive and commanding expression. The warrior's eyes
    are wide, with sharp, angular black eyebrows giving a sense of strength and
    intensity.  The figure is adorned with traditional warrior attire, including
    a large, golden collar that sits around the neck, styled with broad,
    horizontal bands. Three large, sharp white tusks or teeth are attached to
    the collar, further enhancing the character’s intimidating appearance. These
    tusks add an element of raw, primal power to the warrior’s look, emphasizing
    a connection to nature or animals.  The warrior wears a helmet or headpiece
    made of a greenish-brown material, shaped to fit snugly around the head. The
    helmet has a central rounded crest on top, adding a sense of status or
    importance, suggesting this character could be a leader or chief within
    their tribe.  The background is a simple, muted brown, which helps focus
    attention on the detailed and striking figure. The art style is clean and
    sharp, with smooth lines and flat colors typical of vector illustrations,
    giving the character a bold and distinct appearance. The overall mood of the
    image is one of strength, tradition, and authority, capturing the essence of
    a powerful warrior.
  output:
    url: images/example_xhegz4xr3.png

---

# Tosti vector no captions (2500 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
No trigger words
<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)