pixart-900m-1024-ft

This is a full rank finetune derived from terminusresearch/pixart-900m-1024.

The main validation prompt used during training was:

a cute anime character named toast holding a sign that says SOON, sitting next to a red square on her left side, and a transparent sphere on her right side

Validation settings

CFG: 6.5
CFG Rescale: 0.7
Steps: 30
Sampler: euler
Seed: 42
Resolutions: 1024x1024,1152x960,896x1152

Note: The validation settings are not necessarily the same as the training settings.

You can find some example images in the following gallery:

Prompt
Alien planet, strange rock formations, glowing plants, bizarre creatures, surreal atmosphere

Negative Prompt
'

Prompt
Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere

Negative Prompt
'

Prompt
Child holding a balloon, happy expression, colorful balloons, sunny day, high detail

Negative Prompt
'

Prompt
a 4-panel comic strip showing an orange cat saying the words 'HELP' and 'LASAGNA'

Negative Prompt
'

Prompt
a hand is holding a comic book with a cover that reads 'The Adventures of Superhero'

Negative Prompt
'

Prompt
Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail

Negative Prompt
'

Prompt
Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail

Negative Prompt
'

Prompt
Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail

Negative Prompt
'

Prompt
a cybernetic anne of green gables with neural implant and bio mech augmentations

Negative Prompt
'

Prompt
Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail

Negative Prompt
'

Prompt
Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures

Negative Prompt
'

Prompt
Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail

Negative Prompt
'

Prompt
Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail

Negative Prompt
'

Prompt
Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution

Negative Prompt
'

Prompt
Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail

Negative Prompt
'

Prompt
Majestic dragon soaring through the sky, detailed scales, dynamic pose, fantasy art, high resolution

Negative Prompt
'

Prompt
Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution

Negative Prompt
'

Prompt
Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus

Negative Prompt
'

Prompt
Space battle scene, starships fighting, laser beams, explosions, cosmic background

Negative Prompt
'

Prompt
Abandoned fairground at night, eerie rides, ghostly figures, fog, dark atmosphere, high detail

Negative Prompt
'

Prompt
Spooky haunted mansion on a hill, dark and eerie, glowing windows, ghostly atmosphere, high detail

Negative Prompt
'

Prompt
a hardcover physics textbook that is called PHYSICS FOR DUMMIES

Negative Prompt
'

Prompt
Epic medieval battle, knights in armor, dynamic action, detailed landscape, high resolution

Negative Prompt
'

Prompt
Bustling medieval market with merchants, knights, and jesters, vibrant colors, detailed

Negative Prompt
'

Prompt
Cozy medieval tavern, warm firelight, adventurers drinking, detailed interior, rustic atmosphere

Negative Prompt
'

Prompt
Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail

Negative Prompt
'

Prompt
Bright neon sign in a busy city street, 'Open 24 Hours', bold typography, glowing lights

Negative Prompt
'

Prompt
Vibrant neon sign, 'Bar', bold typography, dark background, glowing lights, detailed design

Negative Prompt
'

Prompt
Pirate ship on the high seas, stormy weather, detailed sails, dramatic waves, photorealistic

Negative Prompt
'

Prompt
Pirate discovering a treasure chest, detailed gold coins, tropical island, dramatic lighting

Negative Prompt
'

Prompt
a photograph of a woman experiencing a psychedelic trip. trippy, 8k, uhd, fractal

Negative Prompt
'

Prompt
Cozy cafe on a rainy day, people sipping coffee, warm lights, reflections on wet pavement, photorealistic

Negative Prompt
'

Prompt
1980s arcade, neon lights, vintage game machines, kids playing, vibrant colors, nostalgic atmosphere

Negative Prompt
'

Prompt
1980s game room with vintage arcade machines, neon lights, vibrant colors, nostalgic feel

Negative Prompt
'

Prompt
Robot blacksmith forging metal, sparks flying, detailed workshop, futuristic and medieval blend

Negative Prompt
'

Prompt
Sleek robot performing a dance, futuristic theater, holographic effects, detailed, high resolution

Negative Prompt
'

Prompt
High-tech factory where robots are assembled, detailed machinery, futuristic setting, high detail

Negative Prompt
'

Prompt
Garden tended by robots, mechanical plants, colorful flowers, futuristic setting, high detail

Negative Prompt
'

Prompt
Cute robotic pet, futuristic home, sleek design, detailed features, friendly and animated

Negative Prompt
'

Prompt
cctv trail camera night time security picture of a wendigo in the woods

Negative Prompt
'

Prompt
Astronaut exploring an alien planet, detailed landscape, futuristic suit, cosmic background

Negative Prompt
'

Prompt
Futuristic space station orbiting a distant exoplanet, sleek design, detailed structures, cosmic backdrop

Negative Prompt
'

Prompt
a person holding a sign that reads 'SOON'

Negative Prompt
'

Prompt
Steampunk airship in the sky, intricate design, Victorian aesthetics, dynamic scene, high detail

Negative Prompt
'

Prompt
Steampunk inventor in a workshop, intricate gadgets, Victorian attire, mechanical arm, goggles

Negative Prompt
'

Prompt
Stormy ocean with towering waves, dramatic skies, detailed water, intense atmosphere, high resolution

Negative Prompt
'

Prompt
Dramatic stormy sea, lighthouse in the distance, lightning striking, dark clouds, high detail

Negative Prompt
'

Prompt
Graffiti artist creating a mural, vibrant colors, urban setting, dynamic action, high resolution

Negative Prompt
'

Prompt
Urban alleyway filled with vibrant graffiti art, tags and murals, realistic textures

Negative Prompt
'

Prompt
Urban street sign, 'Main Street', bold typography, realistic textures, weathered look

Negative Prompt
'

Prompt
Classic car show with vintage vehicles, vibrant colors, nostalgic atmosphere, high detail

Negative Prompt
'

Prompt
Retro diner sign, 'Joe's Diner', classic 1950s design, neon lights, weathered look

Negative Prompt
'

Prompt
Vintage store sign with elaborate typography, 'Antique Shop', hand-painted, weathered look

Negative Prompt
'

Prompt
a child wearing a pixar style wedding dress, in a play castle

Negative Prompt
'

Prompt
a cartoon bear in red shorts playing basketball with a sponge

Negative Prompt
'

Prompt
a superhero with a cape and a mask, fighting a dragon

Negative Prompt
'

Prompt
a dramatic scene with intense lighting showcasing a man and a woman in a tense conversation

Negative Prompt
'

Prompt
a group of people in a house, with a camera crew filming them

Negative Prompt
'

Prompt
a person in a lab coat holding a microphone stands in a forest, talking about the ecosystem

Negative Prompt
'

Prompt
a news anchor sitting at a desk, with a screen behind them showing a map of the world

Negative Prompt
'

Prompt
a soccer player kicking a ball into a goal, with a crowd cheering

Negative Prompt
'

Prompt
a man is holding a sign that says SOON

Negative Prompt
'

Prompt
a cute anime character named toast holding a sign that says SOON, sitting next to a red square on her left side, and a transparent sphere on her right side

Negative Prompt
'

The text encoder was not trained. You may reuse the base model text encoder for inference.

Training settings

Training epochs: 0
Training steps: 1000
Learning rate: 1e-06
Effective batch size: 512
- Micro-batch size: 32
- Gradient accumulation steps: 2
- Number of GPUs: 8
Prediction type: epsilon
Rescaled betas zero SNR: False
Optimizer: AdamW, stochastic bf16
Precision: Pure BF16
Xformers: Not used

Datasets

photo-concept-bucket

Repeats: 0
Total number of images: ~559104
Total number of aspect buckets: 1
Resolution: 1.0 megapixels
Cropped: True
Crop style: center
Crop aspect: square

Inference

import torch
from diffusers import DiffusionPipeline



model_id = "pixart-900m-1024-ft"
prompt = "a cute anime character named toast holding a sign that says SOON, sitting next to a red square on her left side, and a transparent sphere on her right side"
negative_prompt = "malformed, disgusting, overexposed, washed-out"

pipeline = DiffusionPipeline.from_pretrained(model_id)
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
image = pipeline(
    prompt=prompt,
    negative_prompt='',
    num_inference_steps=30,
    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
    width=1152,
    height=768,
    guidance_scale=6.5,
    guidance_rescale=0.7,
).images[0]
image.save("output.png", format="PNG")

ptx0
/

pixart-900m-1024-ft

pixart-900m-1024-ft

Validation settings

Training settings

Datasets

photo-concept-bucket

Inference

Finetuned from

pixart-900m-1024-ft

Validation settings

Training settings

Datasets

photo-concept-bucket

Inference

Finetuned from terminusresearch/pixart-900m-1024

Finetuned from