pseudo-flex-v2

This is a full rank finetuned model derived from stabilityai/stable-diffusion-2-1.

The main validation prompt used during training was:

a cinematic scene from the film Rogue One, a woman stares off into the distance, holding a sign that reads SOON

Validation settings

• CFG: 9.2
• CFG Rescale: 0.7
• Steps: 30
• Sampler: euler
• Seed: 420420420
• Resolutions: 1024x1024,1152x960,896x1152

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

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

Training settings

• Training epochs: 4
• Training steps: 48700
• Learning rate: 4e-07
• Effective batch size: 32
  • Micro-batch size: 4
  • Gradient accumulation steps: 8
• Prediction type: v_prediction
• Rescaled betas zero SNR: True
• Optimizer: AdamW, stochastic bf16
• Precision: Pure BF16
• Xformers: Enabled

Datasets

celebrities

• Repeats: 0
• Total number of images: 1216
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

movieposters

• Repeats: 0
• Total number of images: 1696
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

normalnudes

• Repeats: 0
• Total number of images: 1088
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

propagandaposters

• Repeats: 0
• Total number of images: 640
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

guys

• Repeats: 0
• Total number of images: 352
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

pixel-art

• Repeats: 0
• Total number of images: 1056
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

signs

• Repeats: 0
• Total number of images: 384
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

moviecollection

• Repeats: 0
• Total number of images: 1856
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

bookcovers

• Repeats: 0
• Total number of images: 768
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

nijijourney

• Repeats: 0
• Total number of images: 640
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

experimental

• Repeats: 0
• Total number of images: 3008
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

ethnic

• Repeats: 0
• Total number of images: 3072
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

sports

• Repeats: 0
• Total number of images: 800
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

gay

• Repeats: 0
• Total number of images: 1056
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

architecture

• Repeats: 0
• Total number of images: 4320
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

shutterstock

• Repeats: 0
• Total number of images: 21056
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

cinemamix-1mp

• Repeats: 0
• Total number of images: 8992
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

nsfw-1024

• Repeats: 0
• Total number of images: 10784
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

anatomy

• Repeats: 5
• Total number of images: 16352
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

bg20k-1024

• Repeats: 0
• Total number of images: 89248
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

yoga

• Repeats: 0
• Total number of images: 3552
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random