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---
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)