Instructions to use krea/Krea-2-Turbo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use krea/Krea-2-Turbo with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("krea/Krea-2-Turbo", dtype=torch.bfloat16, device_map="cuda") prompt = "A small, dark-colored cat is captured mid-stride, walking down the center of a narrow, abandoned street. The street is paved and appears cracked and worn. On either side of the street are tall, dilapidated buildings with visible brickwork and windows. A street lamp stands on the right side. The entire image is rendered in a monochromatic blue, with a distinct halftone dot pattern overlaying the scene, giving it a retro or printed appearance. The focus is soft, and the lighting is diffused, creating a hazy, atmospheric effect. The perspective is from ground level, looking down the length of the street, which narrows into the distance., halftone texture" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
language:
- en
base_model:
- krea/Krea-2-Raw
pipeline_tag: text-to-image
library_name: diffusers
license: other
license_name: krea-2-community-license
license_link: https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf
widget:
- text: >-
A small, dark-colored cat is captured mid-stride, walking down the center
of a narrow, abandoned street. The street is paved and appears cracked and
worn. On either side of the street are tall, dilapidated buildings with
visible brickwork and windows. A street lamp stands on the right side. The
entire image is rendered in a monochromatic blue, with a distinct halftone
dot pattern overlaying the scene, giving it a retro or printed appearance.
The focus is soft, and the lighting is diffused, creating a hazy,
atmospheric effect. The perspective is from ground level, looking down the
length of the street, which narrows into the distance., halftone texture
output:
url: images/00.jpg
- text: >-
A detailed illustration depicts a dramatic confrontation between a
mythical lion-like creature and a large bird, possibly a crane. The lion,
on the left, is rendered in shades of brown with a prominent, flowing
white mane and a small crown on its head. Its mouth is open in a roar,
revealing sharp teeth and a pink tongue. On the right, the bird is in
mid-flight, with its wings fully extended and its legs tucked back. The
bird has white plumage with red accents on its head and tail. The
background is a swirling mass of clouds and abstract rock formations,
rendered in a palette of warm oranges, yellows, and pale blues, creating a
sense of intense action and mythic scale. The artwork has a textured
appearance, suggesting it was created with traditional painting
techniques, with visible brushstrokes and a slightly aged look. The
overall composition is dynamic, with the figures positioned to create a
sense of impending clash., ukiyo-e style, Japanese woodblock print
output:
url: images/01.jpg
- text: >-
A digital painting depicts a black panther in profile, walking on a rocky
outcrop in the foreground, facing left. The panther is the primary subject
in the immediate foreground. Behind the panther, a vast field of vibrant
orange flowers stretches out. A winding path of similar orange flowers
cuts through the field. Two immense, pale white monolithic structures rise
vertically on either side of the scene, creating a sense of scale and
mystery. In the middle distance, on a small hill to the right, a tiny,
solitary figure stands, appearing to look towards the monoliths. The
background reveals a hazy, distant mountain range. The overall lighting is
soft and diffused, with a warm color palette dominated by oranges and
whites, and subtle sparkles of light scattered throughout the scene,
enhancing its dreamlike quality. The image is rendered with a painterly
texture., hazy atmosphere, vast landscapes, expansive mega structures,
tiny humans and animals, vibrant and bright
output:
url: images/02.jpg
- text: >-
This is a digital illustration with a retro, pixelated aesthetic,
depicting a young boy and a dog in an abstract indoor setting. The boy,
with short brown hair and wearing a white t-shirt and dark shorts, is
seated at a light-colored table. He is leaning over the table, looking
down at papers or books. His face is rendered with a soft, somewhat blurry
effect. To the right of the table, a tan, long-haired dog with large ears
is lying on a red surface, possibly a rug or blanket. The dog's head is
resting on the surface, and its eyes are closed, suggesting it is asleep.
Its face is also rendered with a soft, somewhat distorted effect. The
background features reddish-pink walls and a hint of a window or doorway
on the left, with a hazy, abstract purple area. Scattered around the scene
are various pixelated elements: a blue floppy disk icon, a yellow star
icon, a green star icon, a blue thumbs-up icon, and a small black
pixelated object near the boy's feet. The overall style is reminiscent of
early computer graphics or video games, with a limited color palette and a
focus on simple, blocky shapes. The composition is somewhat chaotic, with
elements overlapping and a lack of clear spatial depth. The lighting is
artificial and creates strong shadows, particularly on the table and the
boy., low-poly 3D models
output:
url: images/03.jpg
- text: >-
A small dragon with outstretched wings and a long tail flies through a
cloudy sky. Below the dragon, a vast, indistinct mass of figures, possibly
an army, is visible. The main elements are set against a backdrop of
swirling, ethereal clouds in shades of blue and white, with hints of
purple and pink. The dragon is positioned in the upper right quadrant of
the image, with the army occupying the lower left. The image has a
dreamlike and atmospheric quality, rendered with a soft, painterly style.
The composition is dynamic, with a sense of movement and scale. The medium
appears to be digital art or a heavily stylized photograph, possibly with
a stippling or pointillist effect. The camera angle is low, looking up
towards the dragon and the sky. The lighting is soft and diffused,
creating a hazy, ethereal glow. The color palette is dominated by blues
and whites, with accents of purple, pink, and warm tones in the army.,
soft focus, hazy mist
output:
url: images/04.jpg
- text: >-
A young woman with fair skin and blonde hair styled in curls sits on the
floor of a vast, empty opera hall. She is dressed in a fluffy, light pink
tutu and a white lace shawl draped over her shoulders. Her legs are
extended forward, and her hands rest on her lap. The opera hall features
rows of empty, plush red velvet seats arranged in a circular pattern
around a central floor area. Ornate balconies with decorative railings
line the upper levels, and large, elaborate chandeliers hang from the high
ceiling, casting a soft glow. The image has a soft, romantic, and slightly
ethereal aesthetic, with a sense of grandeur and emptiness. The
composition is centered on the woman, with the vastness of the opera hall
surrounding her. The medium appears to be a painting, rendered with
visible brushstrokes and a soft focus. The camera angle is a medium shot,
slightly elevated, looking down towards the woman. The color palette is
dominated by pastels, especially pinks, whites, and creams, with touches
of deep red from the seats and gold from the chandeliers and ceiling. The
lighting is soft and diffused, creating gentle shadows and highlights.,
impressionist painting, visible brushstrokes
output:
url: images/05.jpg
- text: >-
A black and white photograph captures a male rockstar performing on stage,
illuminated by a bright spotlight. He is holding a microphone to his open
mouth, with his head tilted back and his right arm raised in a dynamic
pose. His figure is rendered in high contrast, with sharp highlights and
deep shadows. The background depicts a concert setting with a drum set and
various amplifiers and speakers. The stage is bathed in intense light,
creating a hazy, abstract effect. Silhouettes of an audience are visible
in the distance, some with their hands raised. The overall style is gritty
and energetic, with a dramatic composition focusing on the performer.,
thermal imaging style
output:
url: images/06.jpg
- text: >-
A black and white photograph captures a solitary man standing on a wooden
dock, facing away from the viewer and looking out at the vast expanse of
the sea. He is wearing a full-length coat and a flat-rimmed hat. The man
is silhouetted against the bright sky and water. The dock occupies the
lower portion of the frame, with the sea stretching to the horizon. The
image is composed with a low camera angle, emphasizing the scale of the
sea and the isolation of the figure. The lighting creates strong
contrasts, with the man and dock appearing as dark silhouettes against the
lighter background., black and white photography
output:
url: images/07.jpg
- text: >-
A collage-style illustration depicts a man dressed as a wizard, wearing a
black suit, a red vest, a yellow shirt, a yellow tie, and a black pointed
wizard hat. The wizard hat is positioned above his head, tilted to the
right. He holds a wand in his left hand and looks upwards and to the
right. To the left of the man, on a purple rectangular background, is a
silhouette of a tall, ornate tower, likely a magical castle. To the right
of the man, a small purple silhouette of a cat or dog sits on a branch,
looking up at the wizard. The entire composition is set against a crumpled
brown paper background. The style is whimsical and illustrative, with a
focus on texture and a slightly surreal presentation., muted earth tones
output:
url: images/08.jpg
- text: >-
This is a still image from an anime, depicting a young man with messy,
spiky brown hair and glasses seated at a desk. He is wearing a red shirt
and a patterned tie. His gaze is directed forward, with a thoughtful
expression. The desk is cluttered with various items, including a lamp
with a yellow shade, books, and other small objects. Behind him, a large
window with horizontal blinds looks out onto a lush green landscape under
a bright sky. The sun is setting, casting a warm, golden light into the
room and creating a slight lens flare effect. The overall style is
characteristic of anime animation from the late 1980s or early 1990s, with
hand-drawn character art and painted backgrounds. The lighting is
dramatic, emphasizing the transition from day to night., hand-painted
background
output:
url: images/09.jpg
- text: >-
A sweeping cinematic landscape of terraced rice paddies cascading down a
misty mountainside at sunrise. Golden light floods across the flooded
terraces, their water surfaces mirroring the warm sky. A lone farmer in a
conical hat walks along a narrow earthen path between the fields, with
layered ridgelines fading into soft morning haze in the distance. The
composition is wide and panoramic, filling the entire frame edge to edge
with no empty space, rendered in rich, saturated color with a painterly,
atmospheric quality., lush panoramic landscape
output:
url: images/10.jpg
- text: >-
A young girl with short, dark hair, wearing a school uniform consisting of
a white shirt, a dark vest, and a red bow tie, stands in the foreground,
looking upwards and to her left. Her expression is one of quiet
contemplation as she gazes at the sky. The sky is a deep, clear blue,
filled with immense, towering cumulus clouds that dominate the upper
portion of the frame. These clouds are rendered with a soft, painterly
texture, giving them a voluminous and almost tangible appearance. In the
upper left quadrant of the image, a small, dark silhouette of an airplane
is visible, flying from left to right against the expanse of the blue sky.
Below the clouds and behind the girl, the dark, shadowy outlines of
hillsides or mountains create a stark contrast with the bright sky. The
overall scene is an anime illustration characterized by its detailed
background art, evoking a sense of vastness and tranquility. The camera
angle is slightly low, looking up at the girl and the sky, enhancing the
feeling of openness., deep blue sky
output:
url: images/11.jpg
- text: >-
An aerial, high-angle shot looks directly down at a woman floating on her
back in deep blue water. Her arms are extended outwards, and her head is
tilted back with her eyes closed. Sunlight reflects intensely off the
water's surface, creating a sparkling effect around her. The composition
is centered on the woman, emphasizing her isolation and connection with
the water. The lighting is natural, with the sun creating strong
highlights and reflections. The color palette is dominated by blues, with
the bright sunlight providing contrast., vibrant blue water
output:
url: images/12.jpg
- text: >-
An anime illustration depicts a young boy and girl walking through a lush
forest. The boy, on the left, wears a white short-sleeved shirt, a dark
tie, and a blue cap. He has short brown hair and looks to his right with a
curious expression. The girl, on the right, wears a white dress with a
blue collar and cuffs, and her brown hair is tied back. She carries a
woven basket over her right shoulder and also looks to her right with an
inquisitive gaze. The forest background is filled with green foliage and
trees, with sunlight filtering through the leaves. Large rocks are
scattered in the foreground, with a small brown bird perched on a rock to
the left. To the right, a small brown monkey is visible climbing a tree.
Red and yellow flowers add pops of color to the scene. The overall style
is characteristic of traditional hand-drawn animation, with soft lighting
and a natural color palette., whimsical woodland creatures
output:
url: images/13.jpg
- text: >-
A painting depicts a solitary man in a hat and coat standing on a wet
sandy beach, facing away from the viewer and towards the sea. To the left,
a small, old lighthouse is situated on a rocky outcrop, with a faint light
emanating from its top. The sea is calm with gentle waves rolling onto the
shore, reflecting the muted light. In the distance, on the left side of
the horizon, a cluster of small, warm lights suggests a settlement or
port. The sky above is dark and filled with heavy clouds, creating a sense
of twilight or early dawn. The overall atmosphere is one of quiet
contemplation and solitude, with a color palette dominated by deep teals,
greens, and grays, punctuated by the small points of orange light.,
painterly texture
output:
url: images/14.jpg
- text: >-
This is a watercolor illustration featuring a collection of nine
whimsical, cartoonish characters arranged on a plain white background. The
characters are diverse in form and color, rendered with loose, expressive
ink lines and watercolor washes. Prominently featured is a tall,
anthropomorphic figure with a large white beard, wearing a tall, pointed
hat with orange and red stripes, and a small green frog perched on top. To
its left is a smaller, brown, plump character with a simple smile. Below
the tall figure is a stout, rounded character with a blue hat and a purple
robe. Other figures include a small, brown creature with a surprised
expression, a yellow, star-like character, and several smaller, abstractly
shaped figures in various colors like orange, blue, and brown. Some
characters have long, flowing tails or limbs. The overall impression is a
playful and imaginative group of fantastical beings.
output:
url: images/15.jpg
- text: immense rocket launch exhaust as seen from extremely close up
output:
url: images/16.jpg
- text: >-
3D rendered matte black designer toy figure, stylized round
anthropomorphic shape, backward black baseball cap, oversized gold-rimmed
aviator sunglasses, white traditional line-art tattoos of tiger and bird
on torso, black studded belt with gold buckle, smooth vinyl texture,
studio lighting, solid vibrant blue background, high contrast minimal
composition
output:
url: images/17.jpg
- text: >-
vintage analog collage, central irregularly shaped snowy mountain range
with a section featuring distinct wavy edges, structured within a 12x16
grid of square tiles, composition fragments the subject by alternating
tiles with solid azure blue background squares, thin white grid lines,
grainy paper texture, retro aesthetic of mid-century print, vibrant cyan
and warm neutral tones, experimental layout, tactile quality,
high-contrast graphic composition
output:
url: images/18.jpg
- text: >-
close-up anime portrait of a young woman, large amber-brown eyes with
intricate sparkling reflections, index finger delicately touching a subtle
smile, messy dark blue hair with loose strands crossing her face, white
and navy school uniform, bright high-key lighting, luminous shadows with
cool blue undertones, detailed digital painting, dynamic tilted framing,
shallow depth of field on hand
output:
url: images/19.jpg
- text: >-
A minimalist flat-color illustration of a person wading through expansive
shallow ocean waves beneath a pale peach sky. The dark-skinned figure,
wearing an orange swim cap, light blue top, and bright green shorts, steps
carefully through knee-deep water. The ocean is rendered in muted mint
green with delicate, thin black linework detailing the continuous ripples
and gentle whitecaps. Soft pinkish-peach reflections echo the sky on the
water's surface. A dark, jagged rock rests in the lower left foreground
near a pale grey shoreline. The horizon features a solid purplish-blue
landmass and a stylized, layered yellow and blue cloud. The high-angle
wide perspective emphasizes the vast negative space of the water,
utilizing a clean ligne claire drawing aesthetic with a subtle paper
texture.
output:
url: images/20.jpg
- text: >-
A tiny figure and a small white dog sit side-by-side in the deep green
shadow of a massive tree on a sloping grassy hill. The enormous tree
canopy dominates the upper composition, textured with thousands of
stippled, light blue and yellow dabs representing leaves. A sharp diagonal
line divides the vibrant, sunlit yellow-green grass in the foreground from
the dark shade sheltering the pair. The stylized, painterly landscape
features flattened perspective, visible brushstrokes, and intense color
contrast.
output:
url: images/21.jpg
- text: >-
A close-up portrait of a young East Asian woman with straight black hair,
loose strands sweeping across her fair skin, and an intense gaze. She
wears a light grey collared shirt with a black tie. A vibrant bouquet of
pink and orange lilies with lush green leaves sits in the blurred right
foreground. The background is a solid, striking crimson red. Soft,
directional studio lighting highlights her facial features, creating a
high-contrast composition with a shallow depth of field.
output:
url: images/22.jpg
- text: >-
A tiny, russet-brown harvest mouse clings to a slender diagonal branch
amid vibrant green lobed leaves and small round buds. The mouse has soft
textured fur, glossy black eyes, a pink nose, fine whiskers, and delicate
pink paws firmly gripping the wood. In this macro photograph, an extremely
shallow depth of field sharply focuses on the animal's face. The deep
green background dissolves into a smooth, creamy bokeh, illuminated by
soft, diffused natural lighting that highlights the intricate details of
the fur and foliage.
output:
url: images/23.jpg
- text: >-
A dynamic digital painting of a joyful girl in a sailor uniform stretching
her arms high against a solid vibrant blue background. She has short dark
windblown hair, amber eyes, and a bright smile. She wears a white shirt,
striped blue collar, flowing red neckerchief, and a billowing blue pleated
skirt. Expressive thick brushstrokes and bold shading emphasize energetic
motion.
output:
url: images/24.jpg
- text: >-
stylized digital painting of a dark convertible on a winding coastal cliff
road, high-angle perspective, blocky painterly brushstrokes, golden hour
sunlight hitting rocky orange terrain and green vegetation, flock of white
abstract birds flying in foreground, blinding bright sun reflection on
vast ocean, vibrant warm color palette, sharp graphic shadows
output:
url: images/25.jpg
- text: >-
An extreme low-angle close-up captures a colossal, weathered stone and
bronze guardian towering in a dark, cavernous ruin. The foreground is
dominated by a massive circular shield, deeply engraved with intricate
spiral motifs, geometric borders, and a central star emblem. To the right,
a massive gauntlet grips a textured staff. Cinematic shafts of light
pierce the dusty gloom, highlighting the rough, aged textures of the
ancient armor while the background fades into deep shadows through a
shallow depth of field.
output:
url: images/26.jpg
- text: >-
A stylized jungle illustration densely packed with oversized flora and
surreal characters, rendered with smooth geometric shapes and granular
stippled shading. Two pale figures with flowing, star-speckled black hair
navigate the lush environment in blue garments. On the left, a figure
grasps a vine as a white, long-beaked bird perches on their outstretched
hand. On the right, the second figure reclines beside a sleek,
pinkish-orange fox. The dense surroundings feature sweeping green stalks
and colossal blooms in brilliant golden yellow, coral pink, and deep red.
A second white bird emerges from the lower foliage. The vibrant
composition forms a seamless tapestry, utilizing rich colors and
volumetric grain to create a dreamlike, textured depth.
output:
url: images/27.jpg
- text: >-
A surreal retro-futuristic space scene features liquid chrome forming an
abstract face merging with a glowing planetary horizon. The foreground is
dominated by swirling, highly reflective metallic fluid that distorts into
a stylized, melting facial profile with deep shadows and bright silver
highlights. This undulating chrome form rests against the curved,
atmospheric edge of a massive planet bathed in a soft electric blue and
purple glow. Above the primary planet, a smaller eclipsed celestial sphere
sits in the upper center, crowned by a sharp, cross-shaped starburst
flare. Two additional radiant flares burst from the left and right edges
of the horizon. Set against a deep black starfield, the artwork employs a
vintage 1980s airbrush aesthetic with smooth gradients, ethereal lighting,
and high-contrast metallic rendering.
output:
url: images/28.jpg
- text: >-
An extreme close-up portrait featuring pale, freckled skin and a single
blue eye wrapped in reflective metallic gold ribbons. Thin gold strips
crisscross diagonally over the cheek and forehead, casting sharp, hard
shadows onto the face. Strands of copper hair frame the top edge while the
left ear softly blurs out of focus. Harsh, direct lighting highlights
intricate skin pores and bright golden reflections, isolating the brightly
lit features against a pitch-black background in a bold, high-contrast
macro editorial style.
output:
url: images/29.jpg
- text: >-
Stylized digital painting of a menacing jester figure rendered with bold,
expressive brushstrokes and a vibrant, almost psychedelic color palette
against a pitch-black background. Dynamic low-angle perspective forces a
dramatic, imposing composition as the character leans forward, one leg
raised high. The jester wears a classic multi-pointed hat with bells, a
ruffled collar, puffed sleeves, harlequin-patterned shorts in muted gold
and dark brown, and striped tights in alternating shades of purple, blue,
and chartreuse. A heavily textured, flowing cape billows outward to the
left, decorated with abstract, fluid patterns of saturated purples,
greens, and iridescent hues resembling oil slicks or marbled paper. The
figure's face is completely obscured, appearing as a smooth, faceless,
pale mauve mask with a single, glowing bright white point of light in the
center. In its right hand, clad in a grey-blue gauntlet, the jester grips
a massive, ornate sword with a wide, glowing, ethereal white blade, its
crossguard intricately sculpted. Lighting is dramatic and theatrical,
casting strong shadows and highlighting the painterly texture, giving the
artwork a dark fantasy, surreal aesthetic reminiscent of concept art.
output:
url: images/30.jpg
- text: >-
high-fashion editorial portrait of a young East Asian woman, short choppy
platinum blonde bob with heavy bangs, looking over her bare shoulder to
the right, lips playfully pursed, wearing a structured black top with an
architectural protruding bust detail and thin straps, delicate gold hoop
earrings, arm bent with hand resting on hip, warm skin tones, solid
striking crimson red background, soft directional studio lighting,
cinematic color palette, medium close-up shot
output:
url: images/31.jpg
- text: >-
A surreal black-and-white ink illustration of three interlocking, heavily
wrinkled elderly faces merging into a landscape. The top face covers one
eye, crowned by dense leaves, a live bird, and a skeletal bird. It flows
into a profile face and a third face featuring a solid black eye and a
hand on its cheek. The bottom neck plunges into a cross-section of earth,
morphing into swirling subterranean roots, buried bones, and abstract
organic forms. Above ground, weathered wooden cabins and tall grass flank
the facial monolith. Meticulous stippling and cross-hatching define the
high-contrast, intricate vertical composition.
output:
url: images/32.jpg
- text: >-
1990s vintage anime style cel animation, densely packed crowd of teenagers
in summer uniforms, central boy with short black hair raising a clenched
right fist, squinting one eye with a determined expression, wearing a
white short-sleeve shirt and solid green necktie, surrounding students
looking in various directions, girls in white sailor blouses with green
striped collars and neckerchiefs, light blue skirts and trousers, tightly
framed medium shot, flat shading, soft muted retro.
output:
url: images/33.jpg
- text: >-
young woman looking over her right shoulder, anime-style illustration,
messy black hair blowing dynamically in the wind, striking green eyes,
subtle neutral expression, oversized white button-down collared shirt with
soft blue shadows, vibrant deep blue sky background, bright fluffy white
cumulus clouds, silhouetted utility poles with power lines, low angle
portrait, cinematic sunlight, crisp cel-shaded aesthetic
output:
url: images/34.jpg
- text: >-
extreme close-up of a woman's face partially obscured by tousled dark
brown hair, soft parted lips, smooth skin on lower cheek and jawline,
stray hair strands falling loosely across the nose, deep moody shadows
enveloping the left frame, cinematic warm lighting, delicate highlights on
the mouth, muted earthy color palette, sepia-toned warmth, intimate
portrait photography, macro lens, shallow depth of field, distinct film
grain texture, vintage atmospheric aesthetic
output:
url: images/35.jpg
Krea 2 Text-to-Image Model
Inference with diffusers
Install diffusers from source (for Krea2Pipeline):
pip install git+https://github.com/huggingface/diffusers.git
import torch
from diffusers import Krea2Pipeline
pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
image = pipe("a fox in the snow", num_inference_steps=8, guidance_scale=0.0).images[0]
image.save("krea2.png")
Model Overview
- Model Name: Krea 2
- Version: v1.0
- Release Date: June 22, 2026
- Model Type: Text-to-image diffusion model
- Architecture: Diffusion Transformer with 12 billion parameters
- License: Krea 2 Community License
- Release Format: Open-weight release and Krea-hosted product integrations
- Model Developer: Krea.ai, Inc.
Model Family and Release Checkpoints
This model card covers the Krea 2 model family, including the following release checkpoints:
- Krea 2 Raw: Base release checkpoint, prior to additional post-training and fine-tuning.
- Krea 2 Turbo: Post-trained release checkpoint with additional fine-tuning and distillation.
Capabilities and Intended use
Krea 2 is a text-to-image diffusion model that generates images from natural-language text descriptions. The model is designed to support creative, commercial, developer, and research use cases, including image generation, concepting, design exploration, visual production workflows, and integration into applications and creative tools.
Out-of-Scope Uses
This model is not intended or designed for uses that violate applicable law or regulations, infringe or misappropriate third-party rights, generate or facilitate unlawful or harmful content (including CSAM, NCII, harassment or defamation), or support fully automated decision-making that adversely affects legal rights of individuals. This summary is non-exhaustive. Use of Krea 2 is subject to the Krea 2 Community License Agreement and must comply with the Acceptable Use Policy. In the event of any conflict, the Krea Acceptable Use Policy and Krea 2 Community License control.
Training Data
This model was developed using a combination of publicly available data, data licensed from third-party providers, and synthetic data generated through proprietary methods. The training data includes images and their associated captions or text descriptions.
Prior to training, data was filtered to remove certain categories of harmful content and reduce low-quality, duplicative, or irrelevant data. Krea also used curated and synthetic training data selected to improve prompt following, visual quality, and alignment with intended use cases.
Safety Measures
We implemented safety measures across the full model development lifecycle. We applied targeted fine-tuning techniques to reduce the model's susceptibility to generating harmful content in response to both direct and adversarial prompts, and we conducted multiple rounds of internal and external safety evaluation before release.
For Krea's hosted products incorporating Krea 2, we deploy input and output classifiers using a combination of proprietary and third-party detection tools to flag or block policy-violating prompts and generated images.
Because this is also an open-weights release, Krea does not control downstream deployment of the model. Under the Krea 2 Community License, deployers are required to implement content filtering measures or equivalent review processes to prevent the generation or distribution of unlawful or policy-violating content appropriate to their use case. Deployers who fail to implement required safeguards are in breach of the license. See the license for details.
We conducted multiple rounds of internal and external safety evaluations before release, including adversarial testing designed to assess the model's resilience to attempts to elicit harmful or policy-violating outputs. Testing covered sexually explicit content, non-consensual intimate imagery, child-safety risks, and other high-risk content categories. Based on these evaluations, the release checkpoints demonstrated high resilience against violative inputs across the tested risk categories.
Krea maintains reporting channels for harmful, illegal, or policy-violating outputs at safety@krea.ai. Reports involving potential CSAM are escalated to NCMEC as required by law. Krea reserves the right to update model weights or revoke access in response to identified misuse patterns.
Risks and Limitations
Krea 2 is a new technology and there are risks associated with its use. Testing conducted to date has not covered, nor could it cover, all possible scenarios. The model's potential outputs cannot be predicted in advance and may, in some instances, produce inaccurate, objectionable, or otherwise undesirable outputs.
This model is not intended to provide factual information. The model may fail to generate output that matches the prompt, and prompt following may be influenced by prompt style, specificity, language, and phrasing.
Before deploying any application using this model, developers should perform safety testing and tuning tailored to their specific application and must implement safeguards required by the Krea 2 Community License.
License and Outputs
Krea does not claim copyright or other intellectual property rights over content generated by users of this model. Users are solely responsible for their outputs and any subsequent use of those outputs. As with other generative tools, the nature of a user's inputs influences the outputs produced, and prompts may produce images that implicate third-party rights. Users are solely responsible for assessing and addressing those risks. See the Krea 2 Community License for more information.
Reporting
To report harmful, illegal, or policy-violating outputs generated by this model:
- Email: safety@krea.ai
Reports involving potential CSAM will be escalated to the National Center for Missing & Exploited Children (NCMEC) as required by law.
Contact
- General inquiries: support@krea.ai
- Safety and abuse: safety@krea.ai
- Model card version: 1.0
- Last updated: June 22, 2026
