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
- replicate
base_model: black-forest-labs/FLUX.1-dev
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
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
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]
For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers