pixart-sora-t2i
This is a full rank finetune derived from toilaluan/SoraT2I.
No validation prompt was used during training.
None
Validation settings
- CFG:
7.5
- CFG Rescale:
0.0
- Steps:
30
- Sampler:
euler
- Seed:
42
- Resolution:
1024
Note: The validation settings are not necessarily the same as the training settings.
You can find some example images in the following gallery:
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_0_0.png)
- Prompt
- unconditional (blank prompt)
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_1_0.png)
- Prompt
- a woman sitting on the grass
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_2_0.png)
- Prompt
- a professional photo headshot of a man in studio lighting
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_3_0.png)
- Prompt
- a person holding a sign that reads 'SOON'
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_4_0.png)
- Prompt
- Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_5_0.png)
- Prompt
- Child holding a balloon, happy expression, colorful balloons, sunny day, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_6_0.png)
- Prompt
- a 4-panel comic strip showing an orange cat saying the words 'HELP' and 'LASAGNA'
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_7_0.png)
- Prompt
- a hand is holding a comic book with a cover that reads 'The Adventures of Superhero'
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_8_0.png)
- Prompt
- Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_9_0.png)
- Prompt
- Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_10_0.png)
- Prompt
- Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_11_0.png)
- Prompt
- a cybernetic anne of green gables with neural implant and bio mech augmentations
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_12_0.png)
- Prompt
- Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_13_0.png)
- Prompt
- Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_14_0.png)
- Prompt
- Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_15_0.png)
- Prompt
- Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_16_0.png)
- Prompt
- Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_17_0.png)
- Prompt
- Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_18_0.png)
- Prompt
- Majestic dragon soaring through the sky, detailed scales, dynamic pose, fantasy art, high resolution
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_19_0.png)
- Prompt
- Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_20_0.png)
- Prompt
- Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_21_0.png)
- Prompt
- Space battle scene, starships fighting, laser beams, explosions, cosmic background
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_22_0.png)
- Prompt
- Abandoned fairground at night, eerie rides, ghostly figures, fog, dark atmosphere, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_23_0.png)
- Prompt
- Spooky haunted mansion on a hill, dark and eerie, glowing windows, ghostly atmosphere, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_24_0.png)
- Prompt
- a hardcover physics textbook that is called PHYSICS FOR DUMMIES
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_25_0.png)
- Prompt
- Epic medieval battle, knights in armor, dynamic action, detailed landscape, high resolution
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_26_0.png)
- Prompt
- Bustling medieval market with merchants, knights, and jesters, vibrant colors, detailed
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_27_0.png)
- Prompt
- Cozy medieval tavern, warm firelight, adventurers drinking, detailed interior, rustic atmosphere
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_28_0.png)
- Prompt
- Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_29_0.png)
- Prompt
- Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_30_0.png)
- Prompt
- Bright neon sign in a busy city street, 'Open 24 Hours', bold typography, glowing lights
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_31_0.png)
- Prompt
- Retro diner sign, 'Joe's Diner', classic 1950s design, neon lights, weathered look
- Negative Prompt
- blurry, cropped, ugly
![](https://huggingface.co/toilaluan/pixart-sora-t2i/resolve/main/./assets/image_32_0.png)
- Prompt
- Vintage store sign with elaborate typography, 'Antique Shop', hand-painted, weathered look
- Negative Prompt
- blurry, cropped, ugly
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: 8e-06
- Effective batch size: 128
- Micro-batch size: 32
- Gradient accumulation steps: 4
- Number of GPUs: 1
- Prediction type: epsilon
- Rescaled betas zero SNR: False
- Optimizer: AdamW, stochastic bf16
- Precision: Pure BF16
- Xformers: Enabled
Datasets
mj-v6
- Repeats: 0
- Total number of images: 134144
- Total number of aspect buckets: 1
- Resolution: 1.0 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
Inference
import torch
from diffusers import DiffusionPipeline
model_id = "pixart-sora-t2i"
prompt = "An astronaut is riding a horse through the jungles of Thailand."
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='blurry, cropped, ugly',
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=7.5,
guidance_rescale=0.0,
).images[0]
image.save("output.png", format="PNG")
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