---
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: SAMHTR
library_name: diffusers
inference:
  parameters:
    width: 1024
    height: 1024
widget:
- text: >-
    SAMHTR style game background. The camera is positioned at the entrance of
    the café, offering a clear view of the charming and playful exterior: Café
    Entrance: The entrance to the café features a bright, welcoming façade with
    white wooden siding and a red-tiled roof. The back door is adorned with
    simple, colorful flower pots on either side. The door itself is framed with
    a cheerful design, including a decorative awning that provides shade and
    adds a touch of whimsy. Outdoor Seating Area: Directly in front of the
    entrance, there’s a cozy outdoor seating area. The tables and chairs are
    designed with playful elements, such as tables shaped like oversized
    pastries and chairs with coffee mug backrests. The design is simplified to
    avoid clutter but maintains the café’s cheerful theme. Decorative Elements:
    The walls around the entrance are adorned with minimal yet vibrant murals
    depicting coffee cups, cakes, and other café-themed items. There are also a
    few hanging lanterns or string lights to add a warm and inviting glow.
    Pathway: The pathway leading to the café entrance is made of colorful
    cobblestones, but the design is straightforward and not overly intricate.
    The path is lined with a few decorative plants and shrubs with bright,
    cartoonish features, but kept simple. Adjacent Features: To the sides of the
    entrance, you can see parts of the nearby areas, such as the adventure
    tourism shop and the retro appliance store
  example_title: Café outdoor scene
  output:
    url: samples/sample_1.png
- text: >-
    SAMHTR style game background. textured paper collage The paper texture is
    very visible. There are different textures. The papers are handmade painted
    with watercolor and crayons. An empty stylized game background scene using
    muted colors, mainly blue, yellow, orange, black and violet. A winding path
    crosses the screen, curving from the top left to the bottom right. Below the
    path, whimsical trees with irregular, bulbous shapes and playful, swirling
    bushes fill the scene. To the right stands a cozy, old-fashioned restaurant
    with large glass windows, through which warm, soft light spills onto the
    empty street. Inside, simple wooden tables and chairs are arranged neatly,
    but the restaurant is vacant, giving it a peaceful, quiet vibe. The
    restaurant's exterior features a large, aged wooden sign, slightly crooked,
    with an oversized fork carved into it and the text "Crespín Restorán" in
    quirky, uneven letters. Outside, a few tufts of grass poke through the
    cracks of the weathered sidewalk tiles, adding to the rustic charm. The
    night sky above is dark, with a crescent moon shining softly, casting gentle
    shadows. The street is empty and lonely, illuminated by a few antique-style
    street lamps that emit a dim, warm light, contrasting with the cold, bluish
    light of the street itself. The lamps are bent and irregular, with wavy
    lines, and their light creates playful, wavy reflections on the pavement.
  example_title: Night restaurant outdoor scene
  output:
    url: samples/sample_2.png
- text: >-
    SAMHTR style game background. The interior of the very large hair salon is a
    vibrant and eccentric space with muted pink walls that radiate playful
    energy. The two-point perspective, with a slight fisheye distortion, adds a
    whimsical twist, making the space feel both expansive and intimate, with
    curved lines that soften the room’s edges. On the side walls, large mirrors
    framed by round, yellow bulbs evoke a vintage dressing room style, casting a
    warm, welcoming glow throughout the scene.  Mounted on the walls are several
    white Styrofoam mannequin heads, each showcasing brightly colored,
    extravagant wigs: giant curls, impossible buns, and towering beehive
    hairstyles. The heads are arranged irregularly, adding a surreal and quirky
    vibe to the space.  Below each mirror are tables cluttered with hairdressing
    tools, ranging from old-fashioned hair dryers and multi-colored brushes to
    retro-styled bottles of glitter and styling products, all with packaging
    that feels like a throwback to another era. Hanging from the ceiling are
    ornate, baroque chandeliers adorned with colorful crystals, adding an
    exaggerated touch of luxury and casting a soft sparkle that contrasts with
    the mirrors' bright lights.  At the back, a large window opens up to a
    breathtaking view of a quaint street with pastel-colored buildings. Beyond
    the street, the landscape dramatically shifts, with a cliff that drops off
    sharply into the ocean, whose blue waters shimmer under the sunlight. The
    view of the sea adds a surreal, almost dreamlike contrast to the colorful
    and over-the-top interior of the salon.  The overall atmosphere is one of
    unbridled fun, where every detail seems designed to surprise and delight,
    blending retro and extravagant elements into a cartoonish and exaggerated
    scene
  example_title: Hair salon indoor
  output:
    url: samples/sample_3.png
- text: >-
    SAMHTR style game background. The street is a charming, picturesque scene,
    with pastel-colored buildings lining the sidewalk, each one unique and
    quirky in its design. The cobblestone road adds a nostalgic, almost
    storybook quality to the environment. In the center of this lively street
    stands the hair salon, its exterior as bold and kitschy as its interior. The
    front of the salon is painted a vibrant pink, with exaggerated, rounded
    shapes framing the large, curved window that offers a glimpse into the
    colorful world inside. The building itself is slightly bulbous, with soft,
    irregular lines that make it feel almost like it's from a cartoon.  Above
    the entrance, a large, swirling sign reads ‘Fabulous Hair Salon’ in
    exaggerated, retro-style lettering, with neon lights blinking in different
    colors, giving the front an extra splash of character. The door is framed by
    playful, oversized decorations resembling hairstyling tools – a giant comb
    on one side and a pair of curling irons on the other – adding to the salon's
    eccentric flair.  Through the enormous window, you can see the bright pink
    interior, with glowing mirrors, mannequin heads adorned with colorful wigs,
    and chandeliers hanging from the ceiling, all inviting you into this
    whimsical space. The lighting from inside spills out onto the sidewalk,
    casting a warm, colorful glow that contrasts with the soft natural light of
    the street.  Beyond the street, there’s an unexpected shift in scenery – the
    street abruptly ends in a cliff, where the land drops off sharply into the
    vast, shimmering ocean below. The deep blue sea stretches out toward the
    horizon, providing a stunning, almost surreal backdrop to the lively and
    eccentric street. The contrast between the cozy, whimsical hair salon and
    the dramatic cliffside view creates a striking and dreamlike atmosphere,
    making the whole scene feel like it belongs in a vibrant, animated world.
  example_title: Hair salon outdoor
  output:
    url: samples/hair_saloon_outdoor.png
- text: >-
    SAMHTR cartoon style character design. This image captures a casual indoor
    scene, likely taken in a clothing store or a wardrobe area filled with
    various garments. The focal point is a caucasian man standing in the center,
    smiling broadly with a friendly, relaxed expression. The overall style
    evokes a playful, almost retro vibe.  The man is wearing a tight-fitting,
    long-sleeved gray shirt, which closely follows the contours of his body. The
    man has sweaty armpits in darker color.  Around his neck, he is wearing a
    tan and beige checkered scarf, loosely wrapped but still snug enough to
    stand out as a fashion accessory. The scarf's texture appears soft, perhaps
    woolen or knit, and it adds an element of warmth and contrast to his
    otherwise sleek outfit.  In the background, the space is organized with
    shelving and clothing displays. On the left, a shelving unit holds a few
    folded garments, including shirts or sweaters, neatly stacked in different
    colors. Next to him on the countertop is a black shopping bag adorned with
    white and green designs and text, possibly from the store itself. A vibrant
    green ribbon is attached to the bag, adding a pop of color. Behind him, part
    of the shelving has decorative items, including what looks like a small
    piece of art or signage featuring bold black and white graphics.  To the
    right of the man, a bright green curtain is partially visible, which may be
    a fitting room or divider within the space. The lighting in the room is
    moderate, with a soft glow illuminating the scene evenly, giving it a clear,
    well-lit appearance without harsh shadows. The atmosphere feels casual and
    perhaps a bit playful, given the man's fashionable and somewhat whimsical
    look. the man's hairstyle is a striking feature, characterized by a mix of
    textures that gives it a carefully styled yet relaxed appearance. His hair
    is dark, likely black or very dark brown, with a healthy, shiny finish. The
    style is divided into two distinct textures: a sleek, straight fringe
    (bangs) at the front, and voluminous, professionally styled curls throughout
    the rest of the hair.  The fringe is straight and falls neatly over his
    forehead, with several strands parted slightly in the middle. The bangs are
    relatively long, reaching just above his eyebrows. The hair is smooth and
    flat against his forehead, providing a sharp contrast to the more voluminous
    curls behind it. The straightness of the fringe is likely intentional,
    adding a polished, elegant touch to his look.  The rest of his hair, in
    contrast, is full of soft, bouncy curls, similar to those created with a
    curling iron or from a salon blowout. These curls start at the sides of his
    head and flow outward, adding significant volume and a lively texture. The
    curls are medium in size, not too tight but defined enough to create a
    dynamic, flowing look. The back of his hair maintains this voluminous curl
    pattern, rounding out the shape of his hairstyle and giving it a balanced,
    full appearance.  This blend of sleek, straight bangs with voluminous curls
    creates a unique juxtaposition, adding both sophistication and a touch of
    playfulness to his overall style. The hairstyle feels modern but with a nod
    to vintage influences, combining the precision of straight bangs with the
    soft glamour of big, flowing curls. It’s clear that this look has been
    styled with care, likely in a salon setting, to achieve this distinct mix of
    textures. The curls go down the shoulders
  output:
    url: images/example_axptfegcq.png

---

# Flux Samhtr Remastered

Trained on Replicate using:

https://replicate.com/ostris/flux-dev-lora-trainer/train


## Trigger words
You should use `SAMHTR style` to trigger the image generation.


## 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]
```


<Gallery />

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)