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
- replicate
base_model: black-forest-labs/FLUX.1-schnell
pipeline_tag: text-to-image
instance_prompt: RTMI
library_name: diffusers
inference:
  parameters:
    width: 1024
    height: 1024
widget:
- text: >-
    RTMI style. Guybrush threepwood,  a tall man with blonde hair, wearing a
    blue pirate coat with gold accents. He has a white shirt underneath, a belt
    with a gold buckle, and dark pants. His expression is thoughtful, and he has
    a slight stubble on his face, adding to his adventurous appearance. Guybrush
    is programming with many computers. Cyberpunk style.
  example_title: Guybrush programmer
  output:
    url: samples/guybrush-programmer.png
- text: >-
    RTMI style. An empty interior scene just inside the entrance of a towering
    building constructed and inhabited by cockroaches. The perspective is
    distorted and cartoonish, with the camera positioned as if you're standing
    just past the grand, slightly arched door that leads into the building. The
    interior is a labyrinth of narrow, winding corridors that twist and turn
    unpredictably, with passageways leading up, down, and in all directions,
    creating a sense of disorientation. The ceiling, walls, and floors are all
    pristine white, with the floor retroilluminated, casting a soft glow
    upwards. The hallways have a sleek, futuristic appearance, but are still
    dimly lit, with shadows that accentuate the strange angles of the walls. The
    retro-style TVs embedded in the walls have bright orange plastic casings,
    while the screens emit a soft, white light. The screens are tilted at odd
    angles, flickering with static or displaying quirky, old-school TV shows,
    adding a nostalgic glow to the cold environment. The staircases are modern
    and minimalist, without handrails, their black steps creating a stark
    contrast against the white surroundings. The stairs spiral upward in erratic
    directions, some leading to higher floors, while others abruptly end in dead
    ends. The stairways are crooked, with steps of varying heights and widths,
    enhancing the building’s surreal, disjointed atmosphere. The white walls are
    adorned with subtle, recessed cockroach logos, creating an embossed effect
    that adds texture and detail to the otherwise smooth surfaces. Additional
    doors are scattered throughout the corridor, some leading to hidden rooms,
    while others open into completely dark tunnels. The hallways also bifurcate
    in places, with some passages leading into these pitch-black tunnels,
    creating a sense of mystery and unease. The entire scene is bathed in a mix
    of dim lighting from the ceiling, the soft glow from the floor, and the
    eerie light of the orange TVs, creating a mysterious and slightly unsettling
    atmosphere.
  example_title: Tv nest
  output:
    url: samples/tv-channel.png
- text: >-
    RTMI style. 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. The visual style in
    these images can be characterized as highly exaggerated and car.
  example_title: Restaurant outdoor
  output:
    url: samples/restaurant-outdoor.png
- text: >-
    RTMI game background design. Fisheye lens panorama background for a
    point-and-click game. The horizon is curvy, and the scene is viewed from a
    low angle on a deserted beach with soft, golden sand. In the foreground,
    gentle waves of the deep blue ocean lap against the shore. Far in the
    distance, a steep cliff rises dramatically from the beach, and perched on
    top is a very large wooden cabin with a rustic, adventurous design. The
    cabin features a thatched roof and sturdy log walls in various shades of
    brown. A winding dirt path carves its way up the cliffside, connecting the
    beach with the cabin above. Below the cliff, a small wooden pier extends
    into the water, where a boat is gently swaying in the breeze. On the distant
    horizon, a small picturesque village resembling Capri is nestled on a hill,
    its buildings barely visible against the bright, sunny sky. The entire scene
    is peaceful and tranquil, with the sun casting a warm light over the
    landscape, while the sense of adventure lingers in the air from the towering
    cliff and the solitary wooden cabin above. . This visual style is defined by
    a strong emphasis on exaggerated forms and dynamic compositions. The shapes
    throughout are distorted and twisted, moving away from realistic
    representations and instead creating a world that feels fluid and constantly
    in motion. Buildings and objects often appear bent, curved, or skewed,
    giving the environment a surreal quality that emphasizes a playful and
    imaginative tone. The architecture seems to defy gravity, with structures
    leaning at odd angles, contributing to the overall whimsical feel.
    Perspective is another key aspect of this style, where traditional rules are
    intentionally bent or broken. Instead of using a realistic vanishing point,
    the perspective often resembles a wide-angle or fisheye lens, with objects
    stretching and warping as they recede into the distance. This creates a
    sense of depth that is exaggerated and immersive, drawing the viewer into
    the scene while maintaining a distinctly stylized and cartoonish appearance.
    Lighting is used to define the shapes and enhance the sense of depth and
    dimension. Highlights and shadows are applied in a bold, almost graphic
    manner, bringing out the contours of the objects and creating a strong
    contrast between different elements. This approach adds to the overall
    dynamism of the composition, making the scenes feel energetic and full of
    life. The compositions themselves are carefully structured to guide the
    viewer’s eye across the scene. The use of exaggerated perspective and
    distorted shapes creates a visual flow that leads from one area to another,
    encouraging exploration and engagement with the environment. This sense of
    movement within the static image helps to reinforce the idea of a world that
    is in constant flux, where nothing is quite as it seems. Overall, the style
    focuses on distortion, dynamic perspective, and strong lighting to create an
    engaging and surreal visual experience. The world feels lively and
    imaginative, with every element contributing to a cohesive and playful
    aesthetic that invites the viewer into its unique and fantastical universe.
  example_title: Beach
  output:
    url: samples/beach-01.png
- text: >-
    RTMI illustration style. View from a cliffside lookout, looking down towards
    large rocks and the ocean below. The edge of the cliff is covered in rough,
    gray rocks with small cracks and patches of resilient vegetation growing
    between them. The deep blue ocean below gently crashes against the rocks at
    the base of the cliff, creating swirls of white foam. Some of the rocks are
    partially submerged in water, while others jut out, weathered by the waves.
    On the right, the ocean extends toward the horizon, with the sunlight
    reflecting off the water, creating bright glimmers. The sky above is clear,
    with soft sunlight bathing the scene. The atmosphere is peaceful, with soft
    shadows cast on the rocks and water. The base of the cliff is composed of
    dark, rugged rocks with patches of algae that catch the light, while gentle
    waves leave traces of foam as they break against the rocks. . The visual
    style in these images can be characterized as highly exaggerated and
    cartoonish, with a playful use of perspective and distortion. The style
    features bold and vibrant color schemes, where each area of the scene uses a
    limited but intense palette, allowing the shapes and forms to stand out
    sharply. These colors are often applied in large, flat planes, giving the
    visuals a somewhat graphic novel-like quality, even though they are rendered
    with a painterly texture. The perspective is notably warped, creating an
    almost fisheye lens effect in some cases. This warping is especially evident
    in how walls and floors curve unnaturally, as if the viewer is seeing the
    scene through a distorted lens. This creates a surreal and exaggerated space
    that enhances the whimsical and absurd nature of the scenes. Shapes are
    angular, with a mix of sharp and flowing lines. There’s a clear emphasis on
    abstraction, where objects and architectural elements are simplified to
    their most recognizable forms but are bent and twisted to fit the playful
    tone of the scene. The use of negative space is also significant, where
    shadows and silhouettes create dynamic contrasts, further adding to the
    overall exaggerated aesthetic. The perspective does not follow strict rules
    of realism. Instead, it is dynamically altered to guide the viewer’s eye
    across the scene, often leading to a sense of depth through exaggerated
    angles. The lens-like distortion pulls the edges of the scene outward,
    creating a sense of expansion, as if the environment is stretching away from
    the viewer. This helps to create a visually engaging and immersive
    experience, despite the flatness of the color application. Overall, the
    style combines vibrant, exaggerated color with distorted shapes and a
    playful approach to perspective, resulting in a visually unique and
    whimsical world that feels both surreal and immersive. The style is a
    collage that emphasizes texture and a handmade feel. Use simple geometric
    shapes cut from textured paper, incorporating a mix of rough, uneven edges
    to mimic the look of hand-torn paper. Incorporate crayon or pastel-like
    effects on some of the elements, adding a slightly uneven, grainy texture.
    The colors should be soft and muted, with subtle variations in hue, as if
    lightly shaded or colored by hand. The background should have a textured,
    almost sponge-like appearance, with visible brush strokes or speckled
    effects. Overall, the piece should have a playful, handcrafted look,
    combining the rough, tactile qualities of traditional collage with the
    expressive, childlike feel of crayon or pastel artwork.
  example_title: Cliff
  output:
    url: samples/punta-01.png
- text: >-
    RTMI cartoon character design. The image shows two singers passionately
    performing on stage, both holding microphones and singing with great
    emotion. The man on the left is bald, with a neatly trimmed beard and
    wearing a dark blue suit jacket over a white shirt. His head is tilted
    slightly upward as he sings, with his mouth wide open, conveying intensity
    and energy. His right hand grips the microphone tightly, and his left hand
    is extended outwards, as if emphasizing the power of his performance.  To
    his right is a woman with long, curly blonde hair cascading over her
    shoulders. She is wearing a black, sparkling dress with a deep neckline, and
    she too is singing with enthusiasm. Her expression is powerful, with her
    mouth open wide as she belts out a note. She holds her microphone in her
    right hand, while her left hand is extended in a dramatic gesture, as if
    reaching out to the audience. She wears a watch on her left wrist and a ring
    on her right hand, adding to her glamorous appearance.  The background
    features a stage with a decorative backdrop that includes a large circular
    design in shades of yellow and orange, resembling an abstract sun. Overhead,
    green stage lights illuminate the scene, casting a vibrant glow on the
    performers. Behind them, a dark curtain provides contrast, making the
    singers stand out even more.  The atmosphere is lively, with the lighting
    and their dynamic expressions capturing the essence of a passionate
    performance.
  example_title: Singers
  output:
    url: samples/singers-01.png
- text: RTMI style. illustration of spiderman at the comic con
  example_title: Spiderman
  output:
    url: samples/spiderman.png
- text: >-
    RTMI style. character design. The image depicts Monna Lisa by leonardo da
    vinci in cartoon RTMI style.
  example_title: Monna Lisa
  output:
    url: samples/monna-lisa-03.png
- text: >-
    RTMI 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_b7k8vrb7y.png

---

# Flux Lora Rtmi
A Flux Lora trained on **"Return to Monkey Island"** screen captures.

Trained on Replicate using:

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


## Trigger words
You should use `RTMI` 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-lora-rtmi', 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)