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
Regenerate samples (all 36 prompts); widget=all, header=random 16-sample
Browse files- .gitattributes +20 -0
- README.md +183 -1
- images/00.jpg +2 -2
- images/01.jpg +2 -2
- images/02.jpg +2 -2
- images/03.jpg +2 -2
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- images/11.jpg +2 -2
- images/12.jpg +2 -2
- images/13.jpg +2 -2
- images/14.jpg +2 -2
- images/15.jpg +2 -2
- images/16.jpg +3 -0
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- images/18.jpg +3 -0
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- images/23.jpg +3 -0
- images/24.jpg +3 -0
- images/25.jpg +3 -0
- images/26.jpg +3 -0
- images/27.jpg +3 -0
- images/28.jpg +3 -0
- images/29.jpg +3 -0
- images/30.jpg +3 -0
- images/31.jpg +3 -0
- images/32.jpg +3 -0
- images/33.jpg +3 -0
- images/34.jpg +3 -0
- images/35.jpg +3 -0
- images/header.jpg +2 -2
.gitattributes
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images/14.jpg filter=lfs diff=lfs merge=lfs -text
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images/15.jpg filter=lfs diff=lfs merge=lfs -text
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images/header.jpg filter=lfs diff=lfs merge=lfs -text
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images/14.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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of fantastical beings.
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output:
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url: images/15.jpg
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| 221 |
---
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| 222 |
|
| 223 |
# Krea 2 Text-to-Image Model
|
|
@@ -237,7 +419,7 @@ import torch
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from diffusers import Krea2Pipeline
|
| 238 |
|
| 239 |
pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
|
| 240 |
-
image = pipe("a fox in the snow", num_inference_steps=8, guidance_scale=
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| 241 |
image.save("krea2.png")
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| 242 |
```
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| 243 |
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of fantastical beings.
|
| 219 |
output:
|
| 220 |
url: images/15.jpg
|
| 221 |
+
- text: immense rocket launch exhaust as seen from extremely close up
|
| 222 |
+
output:
|
| 223 |
+
url: images/16.jpg
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| 224 |
+
- text: 3D rendered matte black designer toy figure, stylized round anthropomorphic
|
| 225 |
+
shape, backward black baseball cap, oversized gold-rimmed aviator sunglasses,
|
| 226 |
+
white traditional line-art tattoos of tiger and bird on torso, black studded belt
|
| 227 |
+
with gold buckle, smooth vinyl texture, studio lighting, solid vibrant blue background,
|
| 228 |
+
high contrast minimal composition
|
| 229 |
+
output:
|
| 230 |
+
url: images/17.jpg
|
| 231 |
+
- text: vintage analog collage, central irregularly shaped snowy mountain range with
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| 232 |
+
a section featuring distinct wavy edges, structured within a 12x16 grid of square
|
| 233 |
+
tiles, composition fragments the subject by alternating tiles with solid azure
|
| 234 |
+
blue background squares, thin white grid lines, grainy paper texture, retro aesthetic
|
| 235 |
+
of mid-century print, vibrant cyan and warm neutral tones, experimental layout,
|
| 236 |
+
tactile quality, high-contrast graphic composition
|
| 237 |
+
output:
|
| 238 |
+
url: images/18.jpg
|
| 239 |
+
- text: close-up anime portrait of a young woman, large amber-brown eyes with intricate
|
| 240 |
+
sparkling reflections, index finger delicately touching a subtle smile, messy
|
| 241 |
+
dark blue hair with loose strands crossing her face, white and navy school uniform,
|
| 242 |
+
bright high-key lighting, luminous shadows with cool blue undertones, detailed
|
| 243 |
+
digital painting, dynamic tilted framing, shallow depth of field on hand
|
| 244 |
+
output:
|
| 245 |
+
url: images/19.jpg
|
| 246 |
+
- text: A minimalist flat-color illustration of a person wading through expansive
|
| 247 |
+
shallow ocean waves beneath a pale peach sky. The dark-skinned figure, wearing
|
| 248 |
+
an orange swim cap, light blue top, and bright green shorts, steps carefully through
|
| 249 |
+
knee-deep water. The ocean is rendered in muted mint green with delicate, thin
|
| 250 |
+
black linework detailing the continuous ripples and gentle whitecaps. Soft pinkish-peach
|
| 251 |
+
reflections echo the sky on the water's surface. A dark, jagged rock rests in
|
| 252 |
+
the lower left foreground near a pale grey shoreline. The horizon features a solid
|
| 253 |
+
purplish-blue landmass and a stylized, layered yellow and blue cloud. The high-angle
|
| 254 |
+
wide perspective emphasizes the vast negative space of the water, utilizing a
|
| 255 |
+
clean ligne claire drawing aesthetic with a subtle paper texture.
|
| 256 |
+
output:
|
| 257 |
+
url: images/20.jpg
|
| 258 |
+
- text: A tiny figure and a small white dog sit side-by-side in the deep green shadow
|
| 259 |
+
of a massive tree on a sloping grassy hill. The enormous tree canopy dominates
|
| 260 |
+
the upper composition, textured with thousands of stippled, light blue and yellow
|
| 261 |
+
dabs representing leaves. A sharp diagonal line divides the vibrant, sunlit yellow-green
|
| 262 |
+
grass in the foreground from the dark shade sheltering the pair. The stylized,
|
| 263 |
+
painterly landscape features flattened perspective, visible brushstrokes, and
|
| 264 |
+
intense color contrast.
|
| 265 |
+
output:
|
| 266 |
+
url: images/21.jpg
|
| 267 |
+
- text: A close-up portrait of a young East Asian woman with straight black hair,
|
| 268 |
+
loose strands sweeping across her fair skin, and an intense gaze. She wears a
|
| 269 |
+
light grey collared shirt with a black tie. A vibrant bouquet of pink and orange
|
| 270 |
+
lilies with lush green leaves sits in the blurred right foreground. The background
|
| 271 |
+
is a solid, striking crimson red. Soft, directional studio lighting highlights
|
| 272 |
+
her facial features, creating a high-contrast composition with a shallow depth
|
| 273 |
+
of field.
|
| 274 |
+
output:
|
| 275 |
+
url: images/22.jpg
|
| 276 |
+
- text: A tiny, russet-brown harvest mouse clings to a slender diagonal branch amid
|
| 277 |
+
vibrant green lobed leaves and small round buds. The mouse has soft textured fur,
|
| 278 |
+
glossy black eyes, a pink nose, fine whiskers, and delicate pink paws firmly gripping
|
| 279 |
+
the wood. In this macro photograph, an extremely shallow depth of field sharply
|
| 280 |
+
focuses on the animal's face. The deep green background dissolves into a smooth,
|
| 281 |
+
creamy bokeh, illuminated by soft, diffused natural lighting that highlights the
|
| 282 |
+
intricate details of the fur and foliage.
|
| 283 |
+
output:
|
| 284 |
+
url: images/23.jpg
|
| 285 |
+
- text: A dynamic digital painting of a joyful girl in a sailor uniform stretching
|
| 286 |
+
her arms high against a solid vibrant blue background. She has short dark windblown
|
| 287 |
+
hair, amber eyes, and a bright smile. She wears a white shirt, striped blue collar,
|
| 288 |
+
flowing red neckerchief, and a billowing blue pleated skirt. Expressive thick
|
| 289 |
+
brushstrokes and bold shading emphasize energetic motion.
|
| 290 |
+
output:
|
| 291 |
+
url: images/24.jpg
|
| 292 |
+
- text: stylized digital painting of a dark convertible on a winding coastal cliff
|
| 293 |
+
road, high-angle perspective, blocky painterly brushstrokes, golden hour sunlight
|
| 294 |
+
hitting rocky orange terrain and green vegetation, flock of white abstract birds
|
| 295 |
+
flying in foreground, blinding bright sun reflection on vast ocean, vibrant warm
|
| 296 |
+
color palette, sharp graphic shadows
|
| 297 |
+
output:
|
| 298 |
+
url: images/25.jpg
|
| 299 |
+
- text: An extreme low-angle close-up captures a colossal, weathered stone and bronze
|
| 300 |
+
guardian towering in a dark, cavernous ruin. The foreground is dominated by a
|
| 301 |
+
massive circular shield, deeply engraved with intricate spiral motifs, geometric
|
| 302 |
+
borders, and a central star emblem. To the right, a massive gauntlet grips a textured
|
| 303 |
+
staff. Cinematic shafts of light pierce the dusty gloom, highlighting the rough,
|
| 304 |
+
aged textures of the ancient armor while the background fades into deep shadows
|
| 305 |
+
through a shallow depth of field.
|
| 306 |
+
output:
|
| 307 |
+
url: images/26.jpg
|
| 308 |
+
- text: A stylized jungle illustration densely packed with oversized flora and surreal
|
| 309 |
+
characters, rendered with smooth geometric shapes and granular stippled shading.
|
| 310 |
+
Two pale figures with flowing, star-speckled black hair navigate the lush environment
|
| 311 |
+
in blue garments. On the left, a figure grasps a vine as a white, long-beaked
|
| 312 |
+
bird perches on their outstretched hand. On the right, the second figure reclines
|
| 313 |
+
beside a sleek, pinkish-orange fox. The dense surroundings feature sweeping green
|
| 314 |
+
stalks and colossal blooms in brilliant golden yellow, coral pink, and deep red.
|
| 315 |
+
A second white bird emerges from the lower foliage. The vibrant composition forms
|
| 316 |
+
a seamless tapestry, utilizing rich colors and volumetric grain to create a dreamlike,
|
| 317 |
+
textured depth.
|
| 318 |
+
output:
|
| 319 |
+
url: images/27.jpg
|
| 320 |
+
- text: A surreal retro-futuristic space scene features liquid chrome forming an abstract
|
| 321 |
+
face merging with a glowing planetary horizon. The foreground is dominated by
|
| 322 |
+
swirling, highly reflective metallic fluid that distorts into a stylized, melting
|
| 323 |
+
facial profile with deep shadows and bright silver highlights. This undulating
|
| 324 |
+
chrome form rests against the curved, atmospheric edge of a massive planet bathed
|
| 325 |
+
in a soft electric blue and purple glow. Above the primary planet, a smaller eclipsed
|
| 326 |
+
celestial sphere sits in the upper center, crowned by a sharp, cross-shaped starburst
|
| 327 |
+
flare. Two additional radiant flares burst from the left and right edges of the
|
| 328 |
+
horizon. Set against a deep black starfield, the artwork employs a vintage 1980s
|
| 329 |
+
airbrush aesthetic with smooth gradients, ethereal lighting, and high-contrast
|
| 330 |
+
metallic rendering.
|
| 331 |
+
output:
|
| 332 |
+
url: images/28.jpg
|
| 333 |
+
- text: An extreme close-up portrait featuring pale, freckled skin and a single blue
|
| 334 |
+
eye wrapped in reflective metallic gold ribbons. Thin gold strips crisscross diagonally
|
| 335 |
+
over the cheek and forehead, casting sharp, hard shadows onto the face. Strands
|
| 336 |
+
of copper hair frame the top edge while the left ear softly blurs out of focus.
|
| 337 |
+
Harsh, direct lighting highlights intricate skin pores and bright golden reflections,
|
| 338 |
+
isolating the brightly lit features against a pitch-black background in a bold,
|
| 339 |
+
high-contrast macro editorial style.
|
| 340 |
+
output:
|
| 341 |
+
url: images/29.jpg
|
| 342 |
+
- text: Stylized digital painting of a menacing jester figure rendered with bold,
|
| 343 |
+
expressive brushstrokes and a vibrant, almost psychedelic color palette against
|
| 344 |
+
a pitch-black background. Dynamic low-angle perspective forces a dramatic, imposing
|
| 345 |
+
composition as the character leans forward, one leg raised high. The jester wears
|
| 346 |
+
a classic multi-pointed hat with bells, a ruffled collar, puffed sleeves, harlequin-patterned
|
| 347 |
+
shorts in muted gold and dark brown, and striped tights in alternating shades
|
| 348 |
+
of purple, blue, and chartreuse. A heavily textured, flowing cape billows outward
|
| 349 |
+
to the left, decorated with abstract, fluid patterns of saturated purples, greens,
|
| 350 |
+
and iridescent hues resembling oil slicks or marbled paper. The figure's face
|
| 351 |
+
is completely obscured, appearing as a smooth, faceless, pale mauve mask with
|
| 352 |
+
a single, glowing bright white point of light in the center. In its right hand,
|
| 353 |
+
clad in a grey-blue gauntlet, the jester grips a massive, ornate sword with a
|
| 354 |
+
wide, glowing, ethereal white blade, its crossguard intricately sculpted. Lighting
|
| 355 |
+
is dramatic and theatrical, casting strong shadows and highlighting the painterly
|
| 356 |
+
texture, giving the artwork a dark fantasy, surreal aesthetic reminiscent of concept
|
| 357 |
+
art.
|
| 358 |
+
output:
|
| 359 |
+
url: images/30.jpg
|
| 360 |
+
- text: high-fashion editorial portrait of a young East Asian woman, short choppy
|
| 361 |
+
platinum blonde bob with heavy bangs, looking over her bare shoulder to the right,
|
| 362 |
+
lips playfully pursed, wearing a structured black top with an architectural protruding
|
| 363 |
+
bust detail and thin straps, delicate gold hoop earrings, arm bent with hand resting
|
| 364 |
+
on hip, warm skin tones, solid striking crimson red background, soft directional
|
| 365 |
+
studio lighting, cinematic color palette, medium close-up shot
|
| 366 |
+
output:
|
| 367 |
+
url: images/31.jpg
|
| 368 |
+
- text: A surreal black-and-white ink illustration of three interlocking, heavily
|
| 369 |
+
wrinkled elderly faces merging into a landscape. The top face covers one eye,
|
| 370 |
+
crowned by dense leaves, a live bird, and a skeletal bird. It flows into a profile
|
| 371 |
+
face and a third face featuring a solid black eye and a hand on its cheek. The
|
| 372 |
+
bottom neck plunges into a cross-section of earth, morphing into swirling subterranean
|
| 373 |
+
roots, buried bones, and abstract organic forms. Above ground, weathered wooden
|
| 374 |
+
cabins and tall grass flank the facial monolith. Meticulous stippling and cross-hatching
|
| 375 |
+
define the high-contrast, intricate vertical composition.
|
| 376 |
+
output:
|
| 377 |
+
url: images/32.jpg
|
| 378 |
+
- text: 1990s vintage anime style cel animation, densely packed crowd of teenagers
|
| 379 |
+
in summer uniforms, central boy with short black hair raising a clenched right
|
| 380 |
+
fist, squinting one eye with a determined expression, wearing a white short-sleeve
|
| 381 |
+
shirt and solid green necktie, surrounding students looking in various directions,
|
| 382 |
+
girls in white sailor blouses with green striped collars and neckerchiefs, light
|
| 383 |
+
blue skirts and trousers, tightly framed medium shot, flat shading, soft muted
|
| 384 |
+
retro.
|
| 385 |
+
output:
|
| 386 |
+
url: images/33.jpg
|
| 387 |
+
- text: young woman looking over her right shoulder, anime-style illustration, messy
|
| 388 |
+
black hair blowing dynamically in the wind, striking green eyes, subtle neutral
|
| 389 |
+
expression, oversized white button-down collared shirt with soft blue shadows,
|
| 390 |
+
vibrant deep blue sky background, bright fluffy white cumulus clouds, silhouetted
|
| 391 |
+
utility poles with power lines, low angle portrait, cinematic sunlight, crisp
|
| 392 |
+
cel-shaded aesthetic
|
| 393 |
+
output:
|
| 394 |
+
url: images/34.jpg
|
| 395 |
+
- text: extreme close-up of a woman's face partially obscured by tousled dark brown
|
| 396 |
+
hair, soft parted lips, smooth skin on lower cheek and jawline, stray hair strands
|
| 397 |
+
falling loosely across the nose, deep moody shadows enveloping the left frame,
|
| 398 |
+
cinematic warm lighting, delicate highlights on the mouth, muted earthy color
|
| 399 |
+
palette, sepia-toned warmth, intimate portrait photography, macro lens, shallow
|
| 400 |
+
depth of field, distinct film grain texture, vintage atmospheric aesthetic
|
| 401 |
+
output:
|
| 402 |
+
url: images/35.jpg
|
| 403 |
---
|
| 404 |
|
| 405 |
# Krea 2 Text-to-Image Model
|
|
|
|
| 419 |
from diffusers import Krea2Pipeline
|
| 420 |
|
| 421 |
pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
|
| 422 |
+
image = pipe("a fox in the snow", num_inference_steps=8, guidance_scale=3.5).images[0]
|
| 423 |
image.save("krea2.png")
|
| 424 |
```
|
| 425 |
|
images/00.jpg
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