README.md

metadata

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

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]

Prompt

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

Prompt

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.

Prompt

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

Prompt

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.

Prompt

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

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers